Strategic motive of introducing Internet channels in a supply chain
Strategic motive of introducing Internet channels in a supply chain
Strategic motive of introducing Internet channels in a supply chain
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<strong>Strategic</strong> <strong>motive</strong> <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> <strong>Internet</strong> <strong>channels</strong> <strong>in</strong> a <strong>supply</strong> cha<strong>in</strong><br />
Lu Hsiao<br />
Department <strong>of</strong> Bus<strong>in</strong>ess Adm<strong>in</strong>istration, National Chung Hs<strong>in</strong>g University<br />
Taichung, Taiwan R.O.C.; tel: 886-04-22840571 ext. 613;<br />
fax: 886-4-22858040; e-mail: hsiaolu@dragon.nchu.edu.tw<br />
Y<strong>in</strong>g-Ju Chen<br />
Department <strong>of</strong> Industrial Eng<strong>in</strong>eer<strong>in</strong>g & Operations Research, University <strong>of</strong> California<br />
Berkeley, CA 94720; tel: 510-642-2497; fax: 510-642-1403; e-mail: chen@ieor.berkeley.edu<br />
December 2, 2012<br />
Abstract<br />
Rapid advances <strong>of</strong> <strong>in</strong>formation technology <strong>in</strong> recent years have enabled both the manufacturers<br />
and the retailers to operate their own <strong>Internet</strong> <strong>channels</strong>. In this paper, we <strong>in</strong>vestigate<br />
the <strong>in</strong>teraction between the capabilities <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> <strong>channels</strong>, the pric<strong>in</strong>g strategies,<br />
and the channel structure. We classify consumers <strong>in</strong>to two segments: Grocery shoppers<br />
attach a higher utility from purchas<strong>in</strong>g through the physical channel, whereas a priori <strong>Internet</strong><br />
shoppers prefer purchas<strong>in</strong>g onl<strong>in</strong>e. We f<strong>in</strong>d that when the <strong>Internet</strong> shoppers are either highly<br />
pr<strong>of</strong>itable or fairly unimportant, the manufacturer prefers to facilitate the channel separation<br />
either through his own <strong>Internet</strong> channel or the retailer’s. In the <strong>in</strong>termediate region, however,<br />
the manufacturer encroaches the grocery shoppers and steals the demand from the retailer’s<br />
physical channel. With horizontal competition between retailers, a priori symmetric retailers<br />
may adopt different channel strategies as a stable market equilibrium. The manufacturer may<br />
will<strong>in</strong>gly give up his <strong>Internet</strong> channel and leverage on the retailer competition. When the manufacturer<br />
sells through an onl<strong>in</strong>e e-tailer, <strong>Internet</strong> shoppers may be <strong>in</strong>duced to purchase through<br />
the physical channel. This reverse encroachment strategy emerges because sell<strong>in</strong>g through the<br />
e-tailer leads to a more severe double marg<strong>in</strong>alization problem.<br />
Keywords: multi-channel management, retail operations, electronic commerce, game<br />
theory.<br />
History: Received: December 2010; accepted: November 2012 by Vishal Gaur after two revisions.<br />
1
1 Introduction<br />
In recent years, the <strong>Internet</strong> channel provides a convenient and secure environment for the manufacturer/<br />
retailer and the consumers to make transactions, thereby lead<strong>in</strong>g to the “clicks-and-mortar”<br />
phenomenon. A report from the U.S. Census Bureau’s Quarterly Retail E-Commerce Sales shows<br />
that the onl<strong>in</strong>e quarterly sales has <strong>in</strong>creased to at least $33.6 billions as <strong>of</strong> second quarter <strong>of</strong> 2007<br />
(around 28% <strong>in</strong>crease <strong>in</strong> 7 years). The concurrent <strong>in</strong>crease <strong>of</strong> the average growth rate for the total<br />
retail sales was only 4.5% (U.S. Census Bureau, 2007). Examples <strong>of</strong> the manufacturers that adopt<br />
the dual channel structure <strong>in</strong>clude, but are not limited to, lead<strong>in</strong>g firms <strong>in</strong> the computer <strong>in</strong>dustry<br />
(such as Apple, IBM, and Cisco), cosmetics manufacturers (e.g., Estee Lauder), beverage and food<br />
manufacturers (Budweiser Beer, Coca Cola, and Campbell Soup), sports goods producers (e.g.,<br />
Nike), and electronics suppliers (e.g., PalmOne, Samsung, and Sony). In addition, some lead<strong>in</strong>g<br />
U.S. retailers (e.g., Barnes & Noble, Bestbuy, Bloom<strong>in</strong>gdales, Wal-mart, Target, etc.) also have<br />
gone onl<strong>in</strong>e.<br />
However, <strong>in</strong> this <strong>Internet</strong> era, there are still a significant portion <strong>of</strong> retailers that focus exclusively<br />
on the physical <strong>channels</strong>, and a number <strong>of</strong> lead<strong>in</strong>g manufacturers <strong>in</strong>sist to sell through the<br />
direct <strong>channels</strong>. For example, the giant retailers 7-eleven and Carrefour do not provide the onl<strong>in</strong>e<br />
purchase option for the consumers. Examples that abandon the <strong>Internet</strong> <strong>channels</strong> span across various<br />
<strong>in</strong>dustries, <strong>in</strong>clud<strong>in</strong>g consumer electronics (Pricesmart), apparel (Tween Brands, Citi Trends,<br />
Dress Barn, Ross Stores), food (Spartan Stores), fabrics (Duckwall-Alco), home fashion (TJX <strong>in</strong>c.,<br />
Family Dollar), plastics (Collective Brands), pharmacy (Watsons), and grocery retailers (Pantry,<br />
Retail Enterprises, Ingles Markets, and RT-MART). 1 On the manufacturers’ side, firms that sell<br />
exclusively through <strong>in</strong>dependent retailers expand across various product categories such as Acer,<br />
Colgate, Gillette, He<strong>in</strong>z, Kellogg’s, and Tylenol.<br />
Given the consistent pr<strong>of</strong>itability and large organizations, the aforementioned manufacturers<br />
and retailers are apparently capable <strong>of</strong> operat<strong>in</strong>g their <strong>Internet</strong> <strong>channels</strong>; thus, these channel<br />
management decisions seem to be strategic rather than operational. Additionally, there is a large<br />
variation <strong>of</strong> the onl<strong>in</strong>e purchas<strong>in</strong>g option across different categories and locations; sometimes the<br />
<strong>Internet</strong> channel is owned by the manufacturer, whereas <strong>in</strong> other cases it is the retailer that runs<br />
the <strong>Internet</strong> channel. Operational concerns such as shipp<strong>in</strong>g costs from the manufacturers’ side<br />
and transportation costs from the consumers’ side may not provide a good answer to this variation;<br />
it is hard to expla<strong>in</strong> why consumers can order beers and soups via Budweiser’s and Campbell’s<br />
1 Most <strong>of</strong> the above retailers are selected as the top/hot retailers by Stores.com based on their dom<strong>in</strong>ant performance<br />
and/ or the remarkable growth rates (source: http://www.stores.org/Top 100 new/Top 100 land<strong>in</strong>g page.asp).<br />
2
websites, but are prohibited to purchase laptops or video game consoles directly onl<strong>in</strong>e.<br />
This paper attempts to provide an answer to when and why the manufacturer and the retailer<br />
should <strong>in</strong>troduce their <strong>Internet</strong> <strong>channels</strong>, given that they both are capable <strong>of</strong> do<strong>in</strong>g so and actively<br />
respond to their channel parties’ channel and pric<strong>in</strong>g decisions. In pursuit <strong>of</strong> this goal, we construct<br />
a stylized <strong>supply</strong> cha<strong>in</strong> with a manufacturer, an <strong>in</strong>dependent retailer, and a cont<strong>in</strong>uum <strong>of</strong> consumers<br />
with heterogeneous preferences. The retailer operates a physical channel and sells the products for<br />
the manufacturer to the consumers. There are two consumer segments: Grocery shoppers attach a<br />
higher (gross) utility from purchas<strong>in</strong>g the product through the physical (<strong>of</strong>fl<strong>in</strong>e) channel, whereas<br />
<strong>Internet</strong> shoppers obta<strong>in</strong> a higher utility if purchas<strong>in</strong>g onl<strong>in</strong>e.<br />
To isolate the strategic concerns <strong>of</strong> these two channel parties, we start with two benchmark<br />
scenarios with manufacturer-operated or retailer-operated <strong>Internet</strong> <strong>channels</strong>. When only the manufacturer<br />
is capable <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> channel, we f<strong>in</strong>d that two strategies can emerge<br />
as the market equilibrium. If the <strong>Internet</strong> shoppers are sufficiently pr<strong>of</strong>itable, a natural channel<br />
separation arises: <strong>Internet</strong> shoppers are <strong>in</strong>duced to purchase onl<strong>in</strong>e, whereas grocery shoppers buy<br />
<strong>in</strong> the physical channel. On the other hand, when the grocery shoppers become more important,<br />
the manufacturer shall set a low sell<strong>in</strong>g price <strong>in</strong> his <strong>Internet</strong> channel to attract the low-valuation<br />
consumers from the physical channel. This strategy allows the manufacturer to encroach the grocery<br />
shoppers without creat<strong>in</strong>g the channel conflict. When <strong>in</strong>stead only the retailer can <strong>in</strong>troduce<br />
the <strong>Internet</strong> channel, a similar channel separation strategy arises. Nevertheless, the aforementioned<br />
grocery encroachment strategy is no longer desirable. If the <strong>Internet</strong> shoppers are relatively important,<br />
a niche target<strong>in</strong>g strategy is implemented: the retailer abandons the physical channel and<br />
targets only the <strong>Internet</strong> shoppers through her <strong>Internet</strong> channel.<br />
We then <strong>in</strong>vestigate the market equilibrium when both parties are capable <strong>of</strong> operat<strong>in</strong>g the<br />
<strong>Internet</strong> channel. When the <strong>Internet</strong> shoppers are either highly pr<strong>of</strong>itable or fairly unimportant,<br />
the manufacturer prefers to facilitate the channel separation. In the <strong>in</strong>termediate region, however,<br />
the manufacturer <strong>in</strong>tends to encroach the grocery shoppers and steal the demand from the retailer’s<br />
physical channel. To understand this result, observe that when the <strong>Internet</strong> shoppers are highly<br />
pr<strong>of</strong>itable, the manufacturer certa<strong>in</strong>ly prefers to go direct to capture this segment. At the other<br />
extreme, when the <strong>Internet</strong> shoppers are fairly unimportant (compared to the grocery shoppers), it<br />
is <strong>in</strong> the manufacturer’s best <strong>in</strong>terest to delegate both <strong>channels</strong> to the retailer. In the <strong>in</strong>termediate<br />
region, the manufacturer faces two conflict<strong>in</strong>g forces. Facilitat<strong>in</strong>g channel separation via his own<br />
<strong>Internet</strong> channel <strong>in</strong>duces too much competition from the retailer, but completely delegat<strong>in</strong>g to the<br />
retailer leaves her a significant portion <strong>of</strong> revenue. In such a scenario, the manufacturer prices<br />
aggressively <strong>in</strong> his <strong>Internet</strong> channel so as to steal some grocery shoppers.<br />
3
F<strong>in</strong>ally, we consider some extended models with retail-level competition. We f<strong>in</strong>d that with<br />
retailer competition, <strong>in</strong> any equilibrium channel structure exactly two <strong>supply</strong> cha<strong>in</strong> parties <strong>in</strong>troduce<br />
their <strong>Internet</strong> <strong>channels</strong>. Even if the retailers are perfectly competitive, the manufacturer <strong>in</strong>tends<br />
to <strong>in</strong>duce them to both <strong>in</strong>troduce the <strong>Internet</strong> <strong>channels</strong>, and <strong>in</strong> equilibrium both retailers will<strong>in</strong>gly<br />
do so. On the other hand, our results also suggest that even if the retailers are a priori symmetric,<br />
asymmetric channel structures may emerge as a stable market equilibrium. When the manufacturer<br />
sells through an onl<strong>in</strong>e retailer (e.g., Amazon), he may <strong>in</strong>duce <strong>Internet</strong> shoppers to purchase through<br />
the retailer’s physical channel. This reverse encroachment strategy emerges s<strong>in</strong>ce all the <strong>Internet</strong><br />
<strong>channels</strong> are “<strong>in</strong>direct,” i.e., not directly controlled by the manufacturer. The retailer’s physical<br />
channel becomes appeal<strong>in</strong>g (from the manufacturer’s viewpo<strong>in</strong>t) because the retailer <strong>in</strong>tends to<br />
set the marg<strong>in</strong> low so as to attract grocery shoppers. Consequently, the double marg<strong>in</strong>alization<br />
problem is less severe.<br />
S<strong>in</strong>ce we <strong>in</strong>vestigate the strategic choice <strong>of</strong> channel structure, our work is related to the vast<br />
literature on channel management. Earlier literature focuses on the benefit <strong>of</strong> add<strong>in</strong>g an <strong>Internet</strong><br />
channel when the firm can sell directly to the end consumers (Alba et al. (1997), Balasubramanian<br />
(1998), Bernste<strong>in</strong> et al. (2008), Kumar and Ruan (2006), Lal and Sarvary (1999), and Peterson et al.<br />
(1997)). In the context <strong>of</strong> the <strong>supply</strong> cha<strong>in</strong>, researchers typically focus exclusively on the situations<br />
<strong>in</strong> which only the manufacturer is able to <strong>in</strong>troduce the <strong>Internet</strong> channel; see, e.g., Balasubramanian<br />
(1998), Cattani et al. (2006), Chiang et al. (2003), Druehl and Porteus (2005), Hsiao and Chen<br />
(2012), and Tsay and Agrawal (2004). Unlike all the aforementioned papers, we allow both the<br />
manufacturer and the retailer to <strong>in</strong>troduce their own <strong>Internet</strong> <strong>channels</strong>. We also highlight the<br />
<strong>in</strong>teractions between the retailer’s and e-tailer’s <strong>Internet</strong> <strong>channels</strong>.<br />
Our analysis regard<strong>in</strong>g the horizontal competition is related to Cattani et al. (2007), who<br />
study how competition among the <strong>Internet</strong> retailers (grocers) <strong>in</strong>fluences the channel management<br />
strategies. They document the nuance connection among the product perishability, channel structure,<br />
and competitive nature, and show that the results are robust aga<strong>in</strong>st the <strong>in</strong>clusion <strong>of</strong> capacity<br />
constra<strong>in</strong>t. As a complement <strong>of</strong> Cattani et al. (2007), we <strong>in</strong>troduce the manufacturer <strong>in</strong>to this competitive<br />
retailer context, and show that this vertical – horizontal <strong>supply</strong> cha<strong>in</strong> relationship generates<br />
various channel structures <strong>in</strong> market equilibria.<br />
The rest <strong>of</strong> this paper is organized as follows. In Section 2, we describe the model. Section<br />
3 derives the equilibrium behavior and compare the manufacturer’s and the retailer’s <strong>in</strong>centives<br />
<strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> their <strong>Internet</strong> <strong>channels</strong>. Section 4 exam<strong>in</strong>es different forms <strong>of</strong> retail competition.<br />
F<strong>in</strong>ally, we draw our conclusions <strong>in</strong> Section 5. All pro<strong>of</strong>s are <strong>in</strong> the Appendix.<br />
4
2 Model<br />
We consider a <strong>supply</strong> cha<strong>in</strong> with a manufacturer, an <strong>in</strong>dependent retailer, and a cont<strong>in</strong>uum <strong>of</strong><br />
consumers with heterogeneous preferences. The manufacturer produces the product at a constant<br />
marg<strong>in</strong>al cost, which is normalized to zero for ease <strong>of</strong> exposition. The retailer operates a physical<br />
channel and sells the products for the manufacturer to the consumers. As our primary goal is to<br />
evaluate the manufacturer’s and the retailer’s <strong>in</strong>centives <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> an <strong>Internet</strong> channel, we allow<br />
both the manufacturer and the retailer to <strong>in</strong>troduce their own <strong>Internet</strong> <strong>channels</strong>. All the <strong>supply</strong><br />
cha<strong>in</strong> parties are risk neutral and therefore aim at maximiz<strong>in</strong>g their expected pr<strong>of</strong>its/utilities. The<br />
bilateral monopoly sett<strong>in</strong>g <strong>in</strong> our basic framework is adopted for ease <strong>of</strong> exposition. The case with<br />
horizontal competition is <strong>in</strong>vestigated <strong>in</strong> Section 4.<br />
Consumer preferences. Each consumer is will<strong>in</strong>g to purchase at most one unit <strong>of</strong> product,<br />
and the population <strong>of</strong> consumer is normalized to 1. We categorize the consumers <strong>in</strong>to two segments<br />
that differ <strong>in</strong> their preferences towards purchas<strong>in</strong>g onl<strong>in</strong>e or <strong>of</strong>fl<strong>in</strong>e. Consumers <strong>in</strong> the first segment<br />
attach a higher (gross) utility from purchas<strong>in</strong>g the product through the physical channel, whereas<br />
consumers <strong>in</strong> the second segment obta<strong>in</strong> a higher utility if purchas<strong>in</strong>g onl<strong>in</strong>e. To model this discrepancy,<br />
we assume that a consumer whose valuation from purchas<strong>in</strong>g <strong>in</strong> the physical channel is<br />
v will obta<strong>in</strong> a gross utility β i v if purchas<strong>in</strong>g onl<strong>in</strong>e; the parameters {β i }’s satisfy 0 < β 1 < 1 < β 2<br />
and represent their channel preferences. For ease <strong>of</strong> presentation, <strong>in</strong> the sequel we call the first<br />
segment the “grocery shoppers,” and the second segment “<strong>Internet</strong> shoppers.” These terms <strong>in</strong>dicate<br />
the consumers’ <strong>in</strong>herent preferences over the physical and <strong>Internet</strong> <strong>channels</strong>.<br />
In the majority <strong>of</strong> the dual channel literature, consumers are assumed to express a lower<br />
will<strong>in</strong>gness to pay while purchas<strong>in</strong>g onl<strong>in</strong>e due to either the privacy concern or trust issues (see, e.g.,<br />
Chiang et al. (2003), Kacen et al. (2001), and Liang and Huang (1998) for the micro-foundation <strong>of</strong><br />
grocery shoppers). Nevertheless, it is possible that some consumers may <strong>in</strong>cur a higher cost upon<br />
visit<strong>in</strong>g the physical channel. This is because all the transactions can be made only when the<br />
consumers actually go to the physical retail store, whereas if purchas<strong>in</strong>g onl<strong>in</strong>e everyth<strong>in</strong>g is just<br />
“a click away.” This provides a justification <strong>of</strong> the <strong>Internet</strong> shoppers: the effective pay<strong>of</strong>f <strong>of</strong> a<br />
consumer may be affected by transportation cost, the possibility <strong>of</strong> see<strong>in</strong>g a stock-out, the time<br />
spent <strong>in</strong> figur<strong>in</strong>g out the exact location <strong>of</strong> the product <strong>in</strong> the shelf space, and etc.<br />
Grocery versus <strong>Internet</strong> shoppers. Although we label these two segments as grocery and<br />
<strong>Internet</strong> shoppers, their actual purchas<strong>in</strong>g behaviors shall depend on the price comparisons, as we<br />
demonstrate <strong>in</strong> Section 3. We use 1 − α and α to denote the proportions <strong>of</strong> consumers <strong>in</strong> the first<br />
and second segments. Thus, α serves as a proxy <strong>of</strong> how favorable the onl<strong>in</strong>e channel is a priori<br />
5
from the consumers’ viewpo<strong>in</strong>ts. We denote v as the “<strong>in</strong>tr<strong>in</strong>sic” valuation <strong>of</strong> a consumer, and<br />
it is assumed to be uniformly distributed over [0, V ]. This distributional assumption is made to<br />
facilitate closed-form expressions <strong>of</strong> all the equilibrium outcomes.<br />
Manufacturer’s and retailer’s strategies. Given that both the manufacturer and the<br />
retailer can <strong>in</strong>troduce their <strong>Internet</strong> <strong>channels</strong>, the relevant pric<strong>in</strong>g decisions are specified as follows.<br />
We use w to denote the wholesale price, p to denote the retail price <strong>in</strong> the physical channel,<br />
and w d and p d to denote the (retail) price <strong>in</strong> the manufacturer-owned and retailer-owned <strong>Internet</strong><br />
<strong>channels</strong>, respectively (the subscript d stands for the “direct” channel). Given these prices, if a<br />
consumer with valuation v purchases from the physical channel, her net utility is v − p. On the<br />
other hand, she obta<strong>in</strong>s utility β i v − w d (β i v − p d ) if purchas<strong>in</strong>g from the manufacturer-owned<br />
(retailer-owned) <strong>Internet</strong> channel. To account for the manufacturer’s additional services or brand<br />
management effort, we use f to denote the manufacturer’s operat<strong>in</strong>g cost for the <strong>Internet</strong> channel.<br />
This cost f is assumed to be reasonably small to avoid trivial results; if the operat<strong>in</strong>g cost were<br />
prohibitively high, the manufacturer would have no <strong>in</strong>centive to <strong>in</strong>troduce his <strong>Internet</strong> channel<br />
and the problem degenerates. Additionally, we use π M and π R to denote the manufacturer’s and<br />
retailer’s equilibrium pay<strong>of</strong>fs. A graphic illustration <strong>of</strong> the channel structure is given <strong>in</strong> Figure 1,<br />
and Table 1 summarizes the notation used <strong>in</strong> this paper.<br />
Figure 1: Channel structure <strong>of</strong> the basic framework.<br />
Hav<strong>in</strong>g described the channel structure and the objectives <strong>of</strong> these channel parties, we <strong>in</strong> the<br />
next section derive the equilibrium behaviors <strong>in</strong> this <strong>supply</strong> cha<strong>in</strong>.<br />
6
Notation Def<strong>in</strong>ition<br />
v consumer valuation from purchas<strong>in</strong>g <strong>in</strong> the physical channel<br />
β i scal<strong>in</strong>g factor for purchas<strong>in</strong>g onl<strong>in</strong>e, i = 1, 2<br />
V upper bound <strong>of</strong> v<br />
α proportion <strong>of</strong> <strong>Internet</strong> shoppers<br />
w wholesale price<br />
p retail price <strong>in</strong> the physical channel<br />
w d<br />
p d<br />
f<br />
3 Equilibrium analysis<br />
retail price <strong>in</strong> the manufacturer-owned <strong>Internet</strong> channel<br />
retail price <strong>in</strong> the retailer-owned <strong>Internet</strong> channel<br />
manufacturer’s operat<strong>in</strong>g cost for the <strong>Internet</strong> channel<br />
Table 1: Summary <strong>of</strong> notation.<br />
In this section, we <strong>in</strong>vestigate the strategic <strong>in</strong>teractions between the manufacturer and the retailer.<br />
To isolate the strategic concerns <strong>of</strong> these two channel parties, we start with two benchmark scenarios.<br />
In the first scenario, only the manufacturer is capable <strong>of</strong> operat<strong>in</strong>g the <strong>Internet</strong> channel,<br />
whereas <strong>in</strong> the second scenario the retailer is the only party that can <strong>in</strong>troduce her <strong>Internet</strong> channel;<br />
see the graphic representations <strong>of</strong> these two scenarios <strong>in</strong> Figures 2 and 3, respectively. These two<br />
scenarios serve as the benchmark cases that allow us to exam<strong>in</strong>e the manufacturer’s (retailer’s)<br />
<strong>in</strong>centive <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> channel. Follow<strong>in</strong>g these, we then articulate the market equilibrium<br />
when both parties are capable <strong>of</strong> operat<strong>in</strong>g the <strong>Internet</strong> channel, which provides the full<br />
picture <strong>of</strong> the general model.<br />
3.1 Manufacturer-owned <strong>Internet</strong> channel<br />
Let us first consider the case <strong>in</strong> which only the manufacturer is able to operate the <strong>Internet</strong> channel.<br />
Our goal is to compare this scenario with the exist<strong>in</strong>g literature and use this benchmark to highlight<br />
the strategic role <strong>of</strong> the <strong>Internet</strong> channel for both the manufacturer and the retailer.<br />
Tim<strong>in</strong>g. The sequence <strong>of</strong> events is as follows. 1) The manufacturer determ<strong>in</strong>es whether<br />
to <strong>in</strong>troduce an <strong>Internet</strong> channel; 2) The manufacturer <strong>of</strong>fers the wholesale price to the retailer,<br />
and determ<strong>in</strong>es the price <strong>of</strong>fered to the consumers <strong>in</strong> his <strong>Internet</strong> channel if any; 3) The retailer<br />
7
Figure 2: Manufacturer-operated <strong>Internet</strong> chan-<br />
Figure 3: Retailer-operated <strong>Internet</strong> channel.<br />
nel.<br />
responds by determ<strong>in</strong><strong>in</strong>g the appropriate retail marg<strong>in</strong>; and 4) The consumers decide which channel<br />
to purchase the products from. S<strong>in</strong>ce the game <strong>in</strong>volves multiple rounds <strong>of</strong> strategic <strong>in</strong>teractions,<br />
we adopt the subgame perfect Nash equilibrium as our solution concept (Fudenberg and Tirole<br />
(1991)).<br />
Effective demands. By backward <strong>in</strong>duction, we first derive the effective demands <strong>in</strong> the<br />
physical channel and retailer-owned <strong>Internet</strong> channel. To this end, we shall discuss the consumers’<br />
purchas<strong>in</strong>g decisions. Note that <strong>in</strong> equilibrium it must be 0 ≤ p ≤ V and 0 ≤ w d ≤ β 2 V if there<br />
are actual transactions <strong>in</strong> both <strong>channels</strong>. First, a type-v <strong>Internet</strong> shopper buys the product on the<br />
<strong>Internet</strong> if and only if β 2 v − w d ≥ 0 and β 2 v − w d ≥ v − p. It means that v ≥ max{ w d<br />
β 2<br />
, w d−p<br />
Further, w d<br />
β 2<br />
≥ w d−p<br />
β 2 −1<br />
β 2 −1 }.<br />
if and only if w d ≤ β 2 p. A type-v <strong>Internet</strong> shopper buys the product <strong>in</strong> the<br />
physical channel if and only if v − p ≥ 0 and v − p ≥ β 2 v − w d . Thus, p ≤ v ≤ w d−p<br />
β 2 −1<br />
non-empty if and only if w d ≥ β 2 p.<br />
, and the set is<br />
Second, a type-v grocery shopper buys the product on the <strong>Internet</strong> if and only if β 1 v − w d ≥ 0<br />
and β 1 v − w d ≥ v − p. It means that w d<br />
β 1<br />
≤ v ≤ p−w d<br />
1−β 1<br />
, and the set is non-empty if and only if<br />
w d ≤ β 1 p. On the other hand, a type-v grocery shopper buys the product <strong>in</strong> the physical channel<br />
if and only if v − p ≥ 0 and v − p ≥ β 1 v − w d . It means that v ≥ max{p, p−w d<br />
1−β 1<br />
}. Further, p ≥ p−w d<br />
1−β 1<br />
if and only if w d ≥ β 1 p.<br />
Therefore, given 0 ≤ p ≤ V and 0 ≤ w d ≤ β 2 V , the demand <strong>in</strong> the physical channel, denoted<br />
8
as Q, is<br />
⎧<br />
⎪⎨<br />
Q =<br />
⎪⎩<br />
1<br />
V [(1 − α)(V − p−w d<br />
1−β 1<br />
)], if w d ≤ β 1 p<br />
1<br />
V [(1 − α)(V − p)], if β 1p ≤ w d ≤ β 2 p<br />
1<br />
V [α( w d−p<br />
β 2 −1 − p) + (1 − α)(V − p)], if w d ≥ β 2 p<br />
and the demand on the manufacturer-owned <strong>Internet</strong> channel, denoted as Q M d , is<br />
,<br />
1<br />
⎧⎪ ⎨ V [α(V − w d<br />
β 2<br />
) + (1 − α)( p−w d<br />
1−β 1<br />
− w d<br />
β 1<br />
)], if w d ≤ β 1 p<br />
Q M d = 1<br />
V<br />
⎪ [α(V − w d<br />
β 2<br />
)], if β 1 p ≤ w d ≤ β 2 p<br />
⎩ 1<br />
V [α(V − w d−p<br />
β 2 −1 )], if w d ≥ β 2 p<br />
.<br />
Manufacturer’s channel strategy. These demand functions provide a clear picture <strong>of</strong><br />
market segmentation via this <strong>supply</strong> cha<strong>in</strong>, and suggest that depend<strong>in</strong>g on the prices posted,<br />
the retailer may have access to either one consumer segment or both segments. Subsequently,<br />
we characterize the retailer’s optimal pric<strong>in</strong>g decisions us<strong>in</strong>g these demand functions as <strong>in</strong>puts.<br />
Follow<strong>in</strong>g this, we then <strong>in</strong>vestigate the manufacturer’s optimal decisions on the prices and the<br />
channel structure. While we relegate the rema<strong>in</strong><strong>in</strong>g analysis to the appendix, our first result<br />
identifies the manufacturer’s channel strategy and the correspond<strong>in</strong>g equilibrium outcomes.<br />
Proposition 1. Suppose that only the manufacturer can <strong>in</strong>troduce the <strong>Internet</strong> channel. There are<br />
two possible equilibrium strategies:<br />
• Channel separation strategies (CS-M and CS’-M): <strong>Internet</strong> shoppers are <strong>in</strong>duced to purchase<br />
onl<strong>in</strong>e, whereas grocery shoppers buy <strong>in</strong> the physical channel (these two strategies differ only<br />
<strong>in</strong> whether the manufacturer’s pric<strong>in</strong>g decision is the <strong>in</strong>terior or corner solution);<br />
• Grocery encroachment strategy (GE-M): Only the high-valuation grocery shoppers buy <strong>in</strong> the<br />
physical channel, and others purchase onl<strong>in</strong>e.<br />
Accord<strong>in</strong>gly, the result<strong>in</strong>g equilibrium prices are:<br />
Strategy w ∗ w ∗ d<br />
p ∗<br />
GE-M<br />
CS’-M<br />
CS-M<br />
[β 2 −α(1−β 1 )(β 2 −β 1 )]V<br />
2(αβ 1 +β 2 −αβ 2 )<br />
[(2−β 1 )β 2 −α(1−β 1 )(2β1 2+2β 2−β 1 β 2 )]V<br />
2[αβ1 2+(1−α)(2−β 1)β 2 ]<br />
V<br />
2<br />
The correspond<strong>in</strong>g pay<strong>of</strong>fs are:<br />
β 1 β 2 V<br />
2(αβ 1 +β 2 −αβ 2 )<br />
β 1 (1−β 1 )V +β 1 w ∗<br />
2−β 1<br />
β 2 V<br />
2<br />
[(3−β 1 )β 2 −3α(1−β 1 )(β 2 −β 1 )]V<br />
4[αβ 1 +β 2 −αβ 2 ]<br />
wd<br />
∗<br />
β 1<br />
3V<br />
4<br />
9
Strategy π M π R<br />
GE-M<br />
CS’-M<br />
CS-M<br />
[αβ 1 (1−α)(1−β 1 )+β 2 +β 1 β 2 −αβ 2 (2−α)(1−β 1 )]V<br />
8(αβ 1 +β 2 −αβ 2 )<br />
[β 2 +α 2 (1−β 1 )(4β1 2+β 2−5β 1 β 2 )−2α(1−β 1 )(2β1 2+β 2−2β 1 β 2 )]V<br />
4[(2−β 1 )β 2 +α(β1 2−2β 2+β 1 β 2 )]<br />
(1−α+2αβ 2 )V<br />
8<br />
(1−α)(1−β 1 )V<br />
16<br />
(1−α)(1−β 1 )[β 2 +α(2β1 2−β 2−β 1 β 2 )]V<br />
4[(2−β 1 )β 2 +α(β1 2−2β 2+β 1 β 2 )] 2<br />
(1−α)V<br />
16<br />
From Proposition 1, we observe that the benefit <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> channel primarily<br />
comes from two sources.<br />
On one hand, <strong>in</strong>clud<strong>in</strong>g an <strong>Internet</strong> channel allows the manufacturer<br />
to price discrim<strong>in</strong>ate the consumers through their self-selection behaviors.<br />
As some consumers<br />
are will<strong>in</strong>g to pay more <strong>in</strong> the <strong>Internet</strong> channel, the manufacturer can set prices appropriately to<br />
<strong>in</strong>duce them to purchase <strong>in</strong> different <strong>channels</strong>. Second, the <strong>in</strong>troduction <strong>of</strong> <strong>Internet</strong> channel allows<br />
the manufacturer to sell the products directly to the consumers <strong>in</strong>stead <strong>of</strong> by way <strong>of</strong> the retailer,<br />
thereby avoid<strong>in</strong>g the double marg<strong>in</strong>alization problem that is present <strong>in</strong> the physical channel.<br />
Given that grocery shoppers a priori prefer purchas<strong>in</strong>g <strong>in</strong> the physical channel and <strong>Internet</strong><br />
shoppers prefer go<strong>in</strong>g onl<strong>in</strong>e, a natural conjecture is that the manufacturer shall simply <strong>in</strong>duce them<br />
to purchase separately through these two <strong>channels</strong>. However, Proposition 1 shows that this is true<br />
only when there are sufficiently many <strong>Internet</strong> shoppers who a priori enjoy buy<strong>in</strong>g onl<strong>in</strong>e (the CS-M<br />
strategy). When a large proportion <strong>of</strong> consumers a priori prefer to purchase <strong>in</strong> the physical channel<br />
(α is small), the manufacturer shall set a low sell<strong>in</strong>g price <strong>in</strong> his <strong>Internet</strong> channel to attract the<br />
low-valuation consumers from the physical channel (the GE-M strategy). We illustrate numerically<br />
the market conditions under which the grocery encroachment strategy emerges as the equilibrium<br />
<strong>in</strong> Figure 4 (where we fix β 1 = 0.9, V = 8, and f = 1; the same parameters apply to all the<br />
subsequent figures). Notably, we can verify that all the equilibria <strong>in</strong> different regions are unique<br />
because <strong>of</strong> the sequential nature <strong>of</strong> our games. We highlight our f<strong>in</strong>d<strong>in</strong>g <strong>in</strong> the follow<strong>in</strong>g corollary.<br />
Corollary 1. Suppose that only the manufacturer can <strong>in</strong>troduce the <strong>Internet</strong> channel. The grocery<br />
encroachment strategy is more likely to be implemented when the <strong>Internet</strong> shoppers are rather<br />
unimportant (i.e., when α and β 2 are small).<br />
Corollary 1 <strong>in</strong>dicates the precise regime for this grocery encroachment strategy to be pr<strong>of</strong>itable.<br />
To understand this result, recall that <strong>in</strong> the physical channel the retailer demands a markup and<br />
therefore the double marg<strong>in</strong>alization effect gives rise to a relatively high sell<strong>in</strong>g price. This high<br />
sell<strong>in</strong>g price <strong>in</strong>evitably forces the manufacturer to exclude some consumers with relatively low<br />
valuations. If the manufacturer is able to reta<strong>in</strong> the sell<strong>in</strong>g bus<strong>in</strong>ess through his <strong>Internet</strong> channel, he<br />
can then set a relatively low price onl<strong>in</strong>e to recoup these low-valuation consumers. This is precisely<br />
the rationale for the GE-M strategy; thus, occasionally it may dom<strong>in</strong>ate the <strong>in</strong>tuitive channel<br />
10
separation strategy. In the extreme case where the <strong>Internet</strong> shoppers are unimportant, the benefit<br />
from market segmentation cannot justify the hassle <strong>of</strong> operat<strong>in</strong>g the <strong>Internet</strong> channel. Consequently,<br />
the manufacturer simply abandons it and sells everyth<strong>in</strong>g through the physical channel.<br />
Note that <strong>in</strong> order to attract the low-valuation grocery shoppers to purchase onl<strong>in</strong>e, the manufacturer<br />
necessarily keeps the sell<strong>in</strong>g price low <strong>in</strong> his <strong>Internet</strong> channel. The downside <strong>of</strong> this<br />
strategy is to forgo the rent extraction from the <strong>Internet</strong> shoppers. If <strong>in</strong>stead the <strong>Internet</strong> shoppers<br />
constitute a highly pr<strong>of</strong>itable segment, extract<strong>in</strong>g revenue from the <strong>Internet</strong> shoppers becomes the<br />
manufacturer’s primary concern. In such a scenario, the manufacturer purposely gives up those<br />
low-valuation consumers and leave all grocery shoppers <strong>in</strong> the (retailer’s) physical channel. Collectively,<br />
we observe that the manufacturer’s pric<strong>in</strong>g strategies reflect how concerned he is about<br />
different consumer segments.<br />
Figure 4: Equilibrium channel strategies<br />
with manufacturer-owned <strong>Internet</strong> channel.<br />
Figure 5: Equilibrium channel strategies with<br />
retailer-owned <strong>Internet</strong> channel.<br />
3.2 Retailer-owned <strong>Internet</strong> channel<br />
In the second scenario, the <strong>Internet</strong> channel can only be operated by the retailer. The modified<br />
sequence <strong>of</strong> events is as follows. 1) The retailer determ<strong>in</strong>es whether to <strong>in</strong>troduce an <strong>Internet</strong><br />
channel; 2) The manufacturer <strong>of</strong>fers the wholesale price to the retailer; 3) The retailer responds<br />
by determ<strong>in</strong><strong>in</strong>g the retail marg<strong>in</strong> for the physical channel and that for her <strong>Internet</strong> channel (if<br />
available); and 4) The consumers decide which channel to purchase the products from. Note that<br />
11
<strong>in</strong> this case, the manufacturer can only <strong>in</strong>directly affect the consumers’ purchas<strong>in</strong>g behaviors via<br />
sett<strong>in</strong>g a s<strong>in</strong>gle wholesale price.<br />
By backward <strong>in</strong>duction, the first step is to exam<strong>in</strong>e the consumers’ purchas<strong>in</strong>g decisions. As<br />
this step is similar to that <strong>in</strong> Section 3.1, we omit the details and simply summarize their collective<br />
actions as the follow<strong>in</strong>g demand functions. The demand <strong>in</strong> the physical channel Q is<br />
⎧<br />
1<br />
⎪⎨ V [(1 − α)(V − p−p d<br />
1−β 1<br />
)], if p d ≤ β 1 p<br />
Q =<br />
1<br />
V<br />
⎪⎩<br />
[(1 − α)(V − p)], if β 1p ≤ p d ≤ β 2 p ,<br />
1<br />
V [α( p d−p<br />
β 2 −1 − p) + (1 − α)(V − p)], if p d ≥ β 2 p<br />
and the demand on the <strong>Internet</strong> Q R d<br />
is<br />
1<br />
⎧⎪ ⎨ V [α(V − p d<br />
β 2<br />
) + (1 − α)( p−p d<br />
1−β 1<br />
− p d<br />
β 1<br />
)], if p d ≤ β 1 p<br />
Q R d = 1<br />
V<br />
⎪ [α(V − p d<br />
β 2<br />
)], if β 1 p ≤ p d ≤ β 2 p<br />
⎩ 1<br />
V [α(V − p d−p<br />
β 2 −1 )], if p d ≥ β 2 p<br />
.<br />
Hav<strong>in</strong>g characterized the effective demands for these <strong>channels</strong>, we can then return to the<br />
retailer’s and the manufacturer’s strategies <strong>in</strong> two stages. In the next proposition, we characterize<br />
the equilibrium strategies <strong>in</strong> this scenario, whose detailed derivations are given <strong>in</strong> the appendix.<br />
Proposition 2. Suppose that only the retailer may <strong>in</strong>troduce the <strong>Internet</strong> channel. There are two<br />
possible equilibrium strategies:<br />
• Channel separation strategy (CS-R): <strong>Internet</strong> shoppers are <strong>in</strong>duced to purchase onl<strong>in</strong>e, whereas<br />
grocery shoppers buy <strong>in</strong> the physical channel;<br />
• Exclusive onl<strong>in</strong>e strategy (EO-R): <strong>Internet</strong> shoppers are <strong>in</strong>duced to purchase onl<strong>in</strong>e, and<br />
grocery shoppers and the physical channel are abandoned.<br />
Accord<strong>in</strong>gly, the result<strong>in</strong>g equilibrium prices are:<br />
Strategy w ∗ p ∗ p ∗ d<br />
CS-R<br />
EO-R<br />
β 2 V<br />
2[α+(1−α)β 2 ]<br />
β 2 V<br />
2<br />
> V<br />
V<br />
2 + β 2 V<br />
4[α+(1−α)β 2 ]<br />
β 2 V β<br />
2<br />
+ 2 V<br />
4[α+(1−α)β 2 ]<br />
3β 2 V<br />
4<br />
The equilibrium pay<strong>of</strong>fs and the feasibility conditions are:<br />
Strategy π M π R Condition<br />
CS-R<br />
EO-R<br />
β 2 V<br />
8[α+(1−α)β 2 ]<br />
αβ 2 V<br />
8<br />
[β 2 +4α(1−α)(β 2 −1) 2 ]V<br />
16[α+(1−α)β 2 ]<br />
α ≤ 1<br />
β 2 −1<br />
αβ 2 V<br />
16<br />
α ≥ 1<br />
β 2 −1<br />
12
Proposition 2 identifies two strategies for the retailer to differentiate the consumers based<br />
on their heterogeneous preferences <strong>in</strong> the presence <strong>of</strong> retailer-owned <strong>Internet</strong> channel. When the<br />
<strong>Internet</strong> shoppers are not very pr<strong>of</strong>itable (i.e., with a small population or when their average<br />
valuation is not very high), the retailer will implement the natural channel separation strategy:<br />
<strong>in</strong>duc<strong>in</strong>g the first consumer segment to purchase <strong>in</strong> the physical channel and the second consumer<br />
segment to shop onl<strong>in</strong>e. As aforementioned, this strategy facilitates the price discrim<strong>in</strong>ation through<br />
different <strong>channels</strong>. When the <strong>Internet</strong> shoppers are relatively important, the retailer now <strong>in</strong>stead<br />
uses a niche target<strong>in</strong>g strategy. Incidentally, the equilibrium price under this strategy (EO-R)<br />
<strong>in</strong>dicates that the retailer effectively abandons the physical channel: as p ∗ > V , she sets a high<br />
sell<strong>in</strong>g price so that only the <strong>Internet</strong> shoppers purchase <strong>in</strong> the <strong>Internet</strong> channel.<br />
It is worth mention<strong>in</strong>g that unlike the case with the manufacturer-owned <strong>Internet</strong> channel,<br />
here the retailer has no <strong>in</strong>tention to implicitly split the consumers from the same segment, i.e., the<br />
grocery encroachment strategy is no longer desirable. While the manufacturer <strong>in</strong>tends to use his<br />
<strong>Internet</strong> channel to subsidize the downside <strong>of</strong> the double marg<strong>in</strong>alization problem, this <strong>in</strong>itiative is<br />
absent when the retailer coord<strong>in</strong>ates the sell<strong>in</strong>g prices over different <strong>channels</strong>. We hereby highlight<br />
this result as a corollary and provide a numerical illustration <strong>in</strong> Figure 5.<br />
Corollary 2. Suppose that only the retailer can <strong>in</strong>troduce the <strong>Internet</strong> channel. The exclusive<br />
onl<strong>in</strong>e strategy is more likely to be implemented when the <strong>Internet</strong> shoppers are rather important<br />
(i.e., when α and β 2 are large). In addition, <strong>in</strong> equilibrium grocery shoppers never purchase onl<strong>in</strong>e,<br />
whereas <strong>Internet</strong> shoppers never go to the physical channel.<br />
Incidentally, this niche target<strong>in</strong>g strategy <strong>in</strong> Corollary 2 can never emerge as an equilibrium<br />
outcome with only the manufacturer-owned <strong>Internet</strong> channel. This is because compared with this<br />
target<strong>in</strong>g strategy, the manufacturer also benefits from <strong>in</strong>duc<strong>in</strong>g some grocery shoppers to purchase<br />
<strong>in</strong> the physical channel <strong>in</strong> the first scenario, even if he has to share the revenue with the retailer.<br />
Thus, completely abandon<strong>in</strong>g the physical channel is not preferable from the manufacturer’s perspective.<br />
3.3 Both the manufacturer and the retailer can <strong>in</strong>troduce <strong>Internet</strong> <strong>channels</strong><br />
Hav<strong>in</strong>g articulated the benefits and consequences <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> channel for the manufacturer<br />
and the retailer, we now <strong>in</strong>corporate the possibility that both parties are able to operate<br />
<strong>in</strong>dependent <strong>Internet</strong> <strong>channels</strong>. The sequence <strong>of</strong> events follows the above two subsections except<br />
13
that at the beg<strong>in</strong>n<strong>in</strong>g the manufacturer and the retailer determ<strong>in</strong>e simultaneously whether to <strong>in</strong>troduce<br />
an <strong>Internet</strong> channel. The possible equilibrium strategies are characterized <strong>in</strong> the follow<strong>in</strong>g<br />
proposition.<br />
Proposition 3. When both the manufacturer and the retailer can sell the products through their<br />
own <strong>Internet</strong> <strong>channels</strong>, there are four possible equilibrium strategies:<br />
• Grocery encroachment strategy (GE-M): Only the high-valuation grocery shoppers buy <strong>in</strong> the<br />
physical channel, and others purchase <strong>in</strong> the manufacturer-owned <strong>Internet</strong> channel.<br />
• Channel separation strategy with Retailer’s <strong>Internet</strong> channel (CS-R): <strong>Internet</strong> shoppers are<br />
<strong>in</strong>duced to purchase <strong>in</strong> the retailer-owned <strong>Internet</strong> channel, whereas grocery shoppers buy <strong>in</strong><br />
the physical channel;<br />
• Channel separation strategies (CS-M, CS’-M): <strong>Internet</strong> shoppers are <strong>in</strong>duced to purchase<br />
onl<strong>in</strong>e, whereas grocery shoppers buy <strong>in</strong> the physical channel.<br />
From Proposition 3, we observe that strategy EO-R is no longer susta<strong>in</strong>able. Recollect that<br />
<strong>in</strong> the absence <strong>of</strong> manufacturer-owned <strong>Internet</strong> channel, the exclusive onl<strong>in</strong>e (EO-R) strategy <strong>in</strong>dicates<br />
that the retailer may abandon the physical channel and set a high price to serve only those<br />
<strong>Internet</strong> shoppers. When the manufacturer is also capable <strong>of</strong> operat<strong>in</strong>g his <strong>Internet</strong> channel, this<br />
niche target<strong>in</strong>g strategy may ignite the manufacturer’s counteraction. S<strong>in</strong>ce the retailer attempts<br />
to give up the physical channel, the manufacturer will certa<strong>in</strong>ly undercut the retailer’s price to<br />
capture all the consumers. Push<strong>in</strong>g this idea further, the manufacturer can raise the wholesale<br />
price to deactivate both the physical channel and the retailer’s <strong>Internet</strong> channel. To counteract the<br />
retailer’s exclusive onl<strong>in</strong>e strategy, the manufacturer can meticulously design the wholesale price<br />
and operate his <strong>Internet</strong> channel to facilitate the maximum benefit <strong>of</strong> channel separation. This<br />
provides an economic rationale for why the retailer always ma<strong>in</strong>ta<strong>in</strong>s her physical channel. In addition<br />
to keep<strong>in</strong>g her core competence (as the conventional wisdom), the retailer strategically uses<br />
this physical channel to avoid the v<strong>in</strong>dictive behavior from her <strong>supply</strong> cha<strong>in</strong> partner.<br />
Notably, Proposition 3 suggests that the manufacturer may will<strong>in</strong>gly give up sell<strong>in</strong>g onl<strong>in</strong>e, but<br />
nevertheless his capability <strong>of</strong> operat<strong>in</strong>g the <strong>Internet</strong> channel still has a direct impact on the market<br />
equilibrium. Thus, reta<strong>in</strong><strong>in</strong>g this capability has a strategic value, as it allows the manufacturer to<br />
counterbalance the retailer’s pric<strong>in</strong>g power. This result is somewhat related to a recent <strong>in</strong>dustry<br />
report by Brohan (2012), who explicitly mentions that most manufacturers that operate their<br />
14
<strong>Internet</strong> <strong>channels</strong> do not really generate additional sales that live up to the market’s expectation.<br />
As Brohan (2012) expla<strong>in</strong>s, this phenomenon occurs only to those manufacturers who rely on<br />
their long-term retailer partners; it can therefore be regarded as a consequence <strong>of</strong> manufacturers’<br />
attempts to avoid the channel conflict.<br />
Figure 6: Equilibrium channel strategies <strong>in</strong> the full model.<br />
Given the above discussions, a natural question is when these strategies emerge as the market<br />
equilibria <strong>in</strong> different scenarios. While Proposition 3 lays out the precise conditions that identify<br />
the optimal strategies among the three via rout<strong>in</strong>e algebra, we f<strong>in</strong>d it more illustrative to show<br />
this graphically <strong>in</strong> Figure 6. From Figure 6, we observe that when the <strong>Internet</strong> shoppers are either<br />
highly pr<strong>of</strong>itable (when α and β 2 are large) or fairly unimportant (when α and β 2 are small), the<br />
manufacturer prefers to facilitate the channel separation either through his own <strong>Internet</strong> channel<br />
or the retailer’s. In the <strong>in</strong>termediate region, however, the manufacturer <strong>in</strong>tends to encroach the<br />
grocery shoppers and steal the demand from the retailer’s physical channel. 2 To understand this<br />
result, observe that when the <strong>Internet</strong> shoppers are highly pr<strong>of</strong>itable, the manufacturer certa<strong>in</strong>ly<br />
prefers to go direct to capture this segment. Thus, us<strong>in</strong>g his <strong>Internet</strong> channel is the most effective<br />
way to avoid double marg<strong>in</strong>alization and materialize the benefit. At the other extreme, when the<br />
<strong>Internet</strong> shoppers are fairly unimportant (compared to the grocery shoppers), the manufacturer’s<br />
primary goal is to avoid channel conflict. In this case, it is <strong>in</strong> the manufacturer’s best <strong>in</strong>terest<br />
2 We choose to vary β 2 because the conditions that dist<strong>in</strong>guish different regimes (strategies) all depend on β 2 .<br />
Thus, through this one-dimensional change, we can conveniently illustrate all possible strategies <strong>in</strong> one figure for a<br />
fixed set <strong>of</strong> other parameters. We have also conducted an alternative numerical experiment where we change β 1 and<br />
β 2 simultaneously. We f<strong>in</strong>d that the effect <strong>of</strong> <strong>in</strong>creas<strong>in</strong>g β 1 is essentially the same as that <strong>of</strong> decreas<strong>in</strong>g β 2.<br />
15
to delegate both <strong>channels</strong> to the retailer. In the <strong>in</strong>termediate region, the manufacturer faces two<br />
conflict<strong>in</strong>g forces. Facilitat<strong>in</strong>g channel separation via his own <strong>Internet</strong> channel <strong>in</strong>duces too much<br />
competition from the retailer, whereas completely delegat<strong>in</strong>g to the retailer leaves a significant<br />
portion <strong>of</strong> revenue to the retailer’s side. In such a scenario, the manufacturer sets a low price <strong>in</strong> his<br />
<strong>Internet</strong> channel so as to attract some low-valuation grocery shoppers to purchase onl<strong>in</strong>e (strategy<br />
GE-M). This low-price strategy allows the manufacturer to steal the obscure market <strong>of</strong> grocery<br />
shoppers at no cost <strong>of</strong> channel conflict.<br />
4 Discussions<br />
In this section, we consider some variants <strong>of</strong> our model characteristics. 3 To avoid repetition, we<br />
will only highlight the primary differences and focus on the new implications that are absent <strong>in</strong> the<br />
basic framework.<br />
4.1 Retailer competition<br />
In our basic model, we assume away the horizontal competition and study the bilateral monopoly<br />
sett<strong>in</strong>g. However, <strong>in</strong> reality, the manufacturer typically sells through multiple retailers that compete<br />
aga<strong>in</strong>st each other. In such a scenario, there are multiple physical <strong>channels</strong>, and each retailer can<br />
determ<strong>in</strong>e whether to <strong>in</strong>troduce her own <strong>Internet</strong> channel. A natural question is therefore how the<br />
equilibrium channel structure is <strong>in</strong>fluenced by the horizontal competition.<br />
To address this question, we consider an extended model <strong>in</strong> which the manufacturer sells<br />
through two <strong>in</strong>dependent retailers, <strong>in</strong>dexed as 1 and 2. We allow both retailer (as well as the<br />
manufacturer) to <strong>in</strong>troduce their own <strong>Internet</strong> <strong>channels</strong>. The sequence <strong>of</strong> events proceeds as follows.<br />
1) The manufacturer and the retailers simultaneously determ<strong>in</strong>e whether to <strong>in</strong>troduce an <strong>Internet</strong><br />
channel; 2) The manufacturer <strong>of</strong>fers the wholesale price to the retailers; 3) The manufacturer and<br />
the retailers simultaneously determ<strong>in</strong>e the sell<strong>in</strong>g prices <strong>of</strong> their own <strong>channels</strong> (if available); and 4)<br />
The consumers decide which channel to purchase the products from. Figure 7 presents a graphic<br />
illustration <strong>of</strong> the possible channel structure.<br />
As <strong>in</strong> Section 3, we can also exam<strong>in</strong>e the consumers’ purchas<strong>in</strong>g decisions and express them <strong>in</strong><br />
the form <strong>of</strong> effective demands for different <strong>channels</strong>. Afterwards, we then use backward <strong>in</strong>duction<br />
to characterize the equilibrium strategies <strong>of</strong> the manufacturer and the retailers. These detailed<br />
3 We thank an anonymous reviewer for suggest<strong>in</strong>g these extensions.<br />
16
Figure 7: Channel structure under retailer competition.<br />
derivations are given <strong>in</strong> the appendix, and we summarize the ma<strong>in</strong> f<strong>in</strong>d<strong>in</strong>gs below.<br />
Proposition 4. With retailer competition, <strong>in</strong> any equilibrium channel structure, exactly two <strong>supply</strong><br />
cha<strong>in</strong> parties <strong>in</strong>troduce their <strong>Internet</strong> <strong>channels</strong>. Moreover, given any primitive parameter comb<strong>in</strong>ation,<br />
it is always an equilibrium that the manufacturer abandons his <strong>Internet</strong> channel and both<br />
retailers <strong>in</strong>troduce their own.<br />
Figure 8: Equilibrium channel strategies with retailer competition.<br />
Proposition 4 shows that retailer competition can significantly <strong>in</strong>fluence the equilibrium channel<br />
structure, and it gives rise to various k<strong>in</strong>ds <strong>of</strong> channel structures we observe <strong>in</strong> practice. A<br />
notable observation is that even if the retailers are perfectly competitive, the manufacturer <strong>in</strong>tends<br />
to <strong>in</strong>duce them to both <strong>in</strong>troduce the <strong>Internet</strong> <strong>channels</strong>, and <strong>in</strong> equilibrium both retailers will-<br />
17
<strong>in</strong>gly do so. To elaborate the <strong>in</strong>tuition beh<strong>in</strong>d this, recollect that the economic rationale for the<br />
manufacturer to <strong>in</strong>troduce his own <strong>Internet</strong> channel is to fight aga<strong>in</strong>st the double marg<strong>in</strong>alization<br />
problem. Thus, this direct channel allows the manufacturer to bypass the retailer’s mark-up and<br />
at the same time <strong>in</strong>duces the retailer to reduce the sell<strong>in</strong>g price <strong>in</strong> the physical channel. In the<br />
presence <strong>of</strong> retailer competition, however, this direct channel is no longer required. Specifically, the<br />
<strong>in</strong>tense competition between the retailers effectively elim<strong>in</strong>ates the double marg<strong>in</strong>alization problem<br />
and the price competition automatically drives down the sell<strong>in</strong>g prices <strong>in</strong> the physical <strong>channels</strong>. In<br />
light <strong>of</strong> this, the manufacturer does not need to go through the hassle <strong>of</strong> open<strong>in</strong>g his own <strong>Internet</strong><br />
channel. This might expla<strong>in</strong> why <strong>in</strong> reality some lead<strong>in</strong>g manufacturers (such as Acer, Colgate,<br />
Gillette, He<strong>in</strong>z, Kellogg’s, and Tylenol) do not <strong>of</strong>fer their <strong>Internet</strong> <strong>channels</strong>.<br />
On the other hand, our results also suggest that even if the retailers are a priori symmetric,<br />
asymmetric channel structures may emerge as a stable market equilibrium. This possibility prevails<br />
even if these retailers are sell<strong>in</strong>g the same products and compete head-to-head for the end consumers.<br />
The primary reason is that when the opponent has already opened the <strong>Internet</strong> channel, <strong><strong>in</strong>troduc<strong>in</strong>g</strong><br />
another one does not mitigate the competition and therefore is not beneficial for the retailer. Thus,<br />
we document the possibility <strong>of</strong> asymmetric equilibrium channel structure. Our analysis provides a<br />
partial answer to the prevalent phenomenon that a significant portion <strong>of</strong> retailers focus exclusively<br />
on the physical <strong>channels</strong> <strong>in</strong> this <strong>Internet</strong> era. As aforementioned <strong>in</strong> the <strong>in</strong>troduction, this applies<br />
to the follow<strong>in</strong>g retailers: 7-eleven, Carrefour, Pricesmart, Tween Brands, Citi Trends, Dress Barn,<br />
Ross Stores, Spartan Stores, Duckwall-Alco, TJX <strong>in</strong>c., Family Dollar, Collective Brands, Watsons,<br />
Pantry, Retail Enterprises, Ingles Markets, and RT-MART.<br />
F<strong>in</strong>ally, we <strong>of</strong>fer a graphic illustration <strong>of</strong> when these channel structures may emerge as the<br />
market equilibrium <strong>in</strong> Figure 8. From Figure 8, we observe that the manufacturer is will<strong>in</strong>g to give<br />
up his <strong>Internet</strong> channel only when the <strong>Internet</strong> shoppers are relatively less important (when α and<br />
β 2 are both small). On the other hand, the aforementioned asymmetric channel structures appear<br />
<strong>in</strong> various scenarios. The economic forces have been elaborated <strong>in</strong> Section 3.3, as the manufacturer’s<br />
concern about the consequence <strong>of</strong> retailers’ counteractions is more pronounced with a less important<br />
segment <strong>of</strong> <strong>Internet</strong> shoppers. Notably, even if the double marg<strong>in</strong>alization problem <strong>in</strong> the physical<br />
<strong>channels</strong> is largely elim<strong>in</strong>ated by the horizontal competition, the channel conflict concern rema<strong>in</strong>s<br />
salient.<br />
18
4.2 Sell<strong>in</strong>g through an e-tailer<br />
Figure 9: Channel structure with an e-tailer.<br />
We now consider the scenario where<strong>in</strong> the manufacturer sells through an onl<strong>in</strong>e retailer (e.g., Amazon).<br />
In this scenario, the modified sequence <strong>of</strong> events becomes the follow<strong>in</strong>g. 1) The manufacturer<br />
determ<strong>in</strong>es the wholesale prices w and w d for the physical and <strong>Internet</strong> <strong>channels</strong>, respectively. 2)<br />
The retailer and e-tailer determ<strong>in</strong>e their sell<strong>in</strong>g prices p and p d simultaneously. 3) Consumers make<br />
their purchas<strong>in</strong>g decisions. When both the manufacturer and the retailer can <strong>in</strong>troduce <strong>Internet</strong><br />
<strong>channels</strong>, <strong>in</strong> stage 2) the retailer also determ<strong>in</strong>es her onl<strong>in</strong>e sell<strong>in</strong>g price.<br />
The primary departure from our basic framework is that both onl<strong>in</strong>e <strong>channels</strong> are <strong>in</strong> a sense<br />
“<strong>in</strong>direct:” one operated by the retailer, whereas the other operated by the e-tailer. Figure 9<br />
presents a graphic illustration <strong>of</strong> the channel structure <strong>in</strong> this modified sett<strong>in</strong>g. As we verify <strong>in</strong> the<br />
appendix, most <strong>of</strong> the equilibrium properties <strong>in</strong> the basic framework are preserved. Nonetheless, a<br />
new equilibrium channel strategy may arise, as highlighted <strong>in</strong> the follow<strong>in</strong>g proposition.<br />
Proposition 5. Suppose that the manufacturer sells through an e-tailer and a dual-channel retailer.<br />
In equilibrium, the manufacturer may <strong>in</strong>duce <strong>Internet</strong> shoppers to purchase through the retailer’s<br />
physical channel.<br />
Proposition 5 suggests that the manufacturer now has a stronger <strong>in</strong>centive to sell through the<br />
physical channel. In our basic framework, the manufacturer may encroach the grocery shoppers<br />
via his own <strong>Internet</strong> channel (the GE-M strategy). This is because the direct channel effectively<br />
bypasses the retailer’s mark-up. Nevertheless, when the <strong>Internet</strong> channel is facilitated by the e-<br />
19
tailer, sell<strong>in</strong>g onl<strong>in</strong>e does not allow the manufacturer to escape from the double marg<strong>in</strong>alization<br />
problem. This substantially changes the manufacturer’s channel management strategy, as now the<br />
manufacturer captures some <strong>Internet</strong> shoppers via the physical channel. The retailer’s physical<br />
channel becomes appeal<strong>in</strong>g (from the manufacturer’s viewpo<strong>in</strong>t) because the retailer <strong>in</strong>tends to<br />
set the marg<strong>in</strong> low so as to attract grocery shoppers. Consequently, the double marg<strong>in</strong>alization<br />
problem is less severe. In contrast, the e-tailer targets <strong>Internet</strong> shoppers who have high valuations<br />
upon onl<strong>in</strong>e shopp<strong>in</strong>g. Thus, the e-tailer is more <strong>in</strong>cl<strong>in</strong>ed to set a high marg<strong>in</strong>. We have also<br />
verified via numerical experiments that such a new strategy <strong>in</strong>deed emerges as an equilibrium <strong>in</strong><br />
some situations. We omit the details here to avoid repetition.<br />
5 Conclusions<br />
In this paper, we exam<strong>in</strong>e the rationale for <strong><strong>in</strong>troduc<strong>in</strong>g</strong> the <strong>Internet</strong> <strong>channels</strong> <strong>of</strong> the manufacturer<br />
and the retailer. We identify three equilibrium strategies that feature channel separation, consumer<br />
encroachment, and exclusive sell<strong>in</strong>g. When the <strong>Internet</strong> shoppers are either highly pr<strong>of</strong>itable or<br />
fairly unimportant, the manufacturer prefers to facilitate the channel separation either through<br />
his own <strong>Internet</strong> channel or the retailer’s. In the <strong>in</strong>termediate region, however, the manufacturer<br />
<strong>in</strong>tends to encroach the grocery shoppers and steal the demand from the retailer’s physical channel.<br />
With horizontal competition between the retailers, a priori symmetric retailers may adopt different<br />
channel strategies as a stable market equilibrium. Furthermore, the manufacturer may will<strong>in</strong>gly<br />
give up his <strong>Internet</strong> channel and leverage on the retailer competition. When the manufacturer<br />
sells through an onl<strong>in</strong>e retailer, he may <strong>in</strong>duce <strong>Internet</strong> shoppers to purchase through the retailer’s<br />
physical channel. Our results provide an economic rationale for the apparent discrepancy among<br />
various market phenomena <strong>in</strong> the <strong>Internet</strong> channel adoptions.<br />
Our analysis reveals several economic rationales for <strong><strong>in</strong>troduc<strong>in</strong>g</strong>/abandon<strong>in</strong>g the <strong>Internet</strong> <strong>channels</strong>.<br />
Naturally, there are other reasons why the retailers’ <strong>Internet</strong> <strong>channels</strong> exist, such as one-stop<br />
shopp<strong>in</strong>g <strong>of</strong> multiple products, loyalty programs, and etc. While these issues have their own merits<br />
and perhaps warrant a separate analysis, it seems rather difficult to <strong>in</strong>corporate all the possible<br />
<strong>in</strong>gredients <strong>in</strong> a s<strong>in</strong>gle model. Nevertheless, one-stop shopp<strong>in</strong>g and loyalty programs are two crucial<br />
components for the success <strong>of</strong> prevalent retailer-owned <strong>Internet</strong> <strong>channels</strong>, and they rema<strong>in</strong> research<br />
priority. In addition, while our model excludes all the possible restrictions on the pric<strong>in</strong>g strategies,<br />
there are situations <strong>in</strong> which the manufacturer may be forced to use the same (retail) price <strong>in</strong> the<br />
<strong>Internet</strong> channel as the wholesale/retail price <strong>in</strong> the physical channel. As aforementioned, the retail<br />
20
price <strong>in</strong> the manufacturer’s <strong>Internet</strong> channel may be necessarily higher than the wholesale price<br />
<strong>in</strong> the physical channel <strong>in</strong> order to elim<strong>in</strong>ate the retailer’s arbitrage opportunity (Chiang et al.<br />
(2003)). The (retail) prices <strong>in</strong> different <strong>channels</strong> may be set equal to alleviate the channel conflict<br />
(Cattani et al. (2006)). These restrictions on the pric<strong>in</strong>g strategy <strong>in</strong> the <strong>Internet</strong> channel def<strong>in</strong>itely<br />
affect the manufacturer’s/ retailer’s <strong>in</strong>centive to <strong>in</strong>troduce the <strong>Internet</strong> channel.<br />
Acknowledgement<br />
We thank Vishal Gaur (the department editor) and the review team for the detailed comments<br />
and many valuable suggestions that have significantly improved the quality <strong>of</strong> the paper. We have<br />
also benefited from the discussions with Gangshu Cai, Jane Gu, Daniel L<strong>in</strong>, Olga Perdikaki, Jiong<br />
Sun, Chi-Cheng Wu, Wenqiang Xiao, and Xuy<strong>in</strong>g Zhao. Hsiao acknowledges the f<strong>in</strong>ancial support<br />
by the National Science Council <strong>in</strong> Taiwan (NSC 98-2410-H-005-005). All rema<strong>in</strong><strong>in</strong>g errors are our<br />
own.<br />
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22
Technical appendix for “<strong>Strategic</strong> <strong>motive</strong> <strong>of</strong> <strong><strong>in</strong>troduc<strong>in</strong>g</strong> <strong>Internet</strong> <strong>channels</strong> <strong>in</strong><br />
a <strong>supply</strong> cha<strong>in</strong>”<br />
In this appendix, we provide the detailed derivations <strong>of</strong> the equilibrium analysis. We f<strong>in</strong>d<br />
it convenient to organize the appendix based on the scenarios rather than the propositions and<br />
corollaries. Thus, <strong>in</strong> the sequel we shall start with our basic framework with bilateral monopolies,<br />
and then exam<strong>in</strong>e the cases with retailer competition and e-tailer. In what follows, we will apply the<br />
first-order conditions to obta<strong>in</strong> the <strong>in</strong>terior solutions <strong>in</strong> various scenarios, and then verify whether<br />
these <strong>in</strong>terior solutions are <strong>in</strong>deed feasible. We will also <strong>in</strong>vestigate all the possible corner solutions.<br />
Regard<strong>in</strong>g the <strong>in</strong>terior solutions, the second-order conditions all hold automatically as (most <strong>of</strong>) the<br />
expected pr<strong>of</strong>it expressions are quadratically concave. For brevity we omit the detailed verifications<br />
<strong>of</strong> the second-order conditions.<br />
A<br />
Basic framework: bilateral monopolies<br />
In our basic framework, we divide our analysis <strong>in</strong>to the follow<strong>in</strong>g four subgames: (I) Neither party<br />
can <strong>in</strong>troduce the <strong>Internet</strong> channel; (II) Only the manufacturer can <strong>in</strong>troduce the <strong>Internet</strong> channel;<br />
(III) Only the retailer can <strong>in</strong>troduce the <strong>Internet</strong> channel; and (IV) Both parties can <strong>in</strong>troduce the<br />
<strong>Internet</strong> <strong>channels</strong>.<br />
A.1 Neither party can <strong>in</strong>troduce the <strong>Internet</strong> channel<br />
In this case, the only transactions take place <strong>in</strong> the physical channel. By backward <strong>in</strong>duction, we<br />
first start with the consumers’ choices, and then return to the retailer’s pric<strong>in</strong>g decision. F<strong>in</strong>ally,<br />
we exam<strong>in</strong>e the manufacturer’s optimal wholesale price. Given the sell<strong>in</strong>g price p, a consumer buys<br />
the product if and only if v − p ≥ 0. Thus, the retailer’s pr<strong>of</strong>it is π R = (p − w) 1 V<br />
(V − p). From<br />
the first-order conditions, we have p ∗ = V +w<br />
2<br />
and Q ∗ = V −w<br />
2V<br />
. This gives rise to the manufacturer’s<br />
pr<strong>of</strong>it: π M = w V −w<br />
2V . The first-order condition then leads to the optimal wholesale price w∗ = V 2 .<br />
In sum, when neither party <strong>in</strong>troduces the <strong>Internet</strong> channel,<br />
w ∗ = V 2 , p∗ = 3V 4 , Q∗ = 1 4 , π M = V 8 , and π R = V 16 .<br />
23
A.2 Only the manufacturer can <strong>in</strong>troduce the <strong>Internet</strong> channel<br />
As the consumers’ purchas<strong>in</strong>g decisions have been discussed <strong>in</strong> the ma<strong>in</strong> text (via the demand<br />
functions Q and Q M d<br />
), below we characterize the retailer’s optimal pric<strong>in</strong>g decisions. Follow<strong>in</strong>g this,<br />
we then <strong>in</strong>vestigate the manufacturer’s optimal decisions on the prices and the channel structure.<br />
A.2.1<br />
Retailer’s optimal strategy<br />
Because the retailer does not <strong>in</strong>troduce the <strong>Internet</strong> channel, her pr<strong>of</strong>it is π R = (p−w)Q. If w > V ,<br />
it is obvious that the retailer does not sell any products; thus, π R = 0. Therefore, the follow<strong>in</strong>g<br />
discussions focus on the case <strong>in</strong> which 0 ≤ w ≤ V and 0 ≤ w d ≤ β 2 V .<br />
Given w and w d , the<br />
retailer has three pric<strong>in</strong>g strategies, depend<strong>in</strong>g on how her sell<strong>in</strong>g price compares with that <strong>in</strong> the<br />
manufacturer-owned <strong>Internet</strong> channel: (i) w d ≤ β 1 p, (ii) β 1 p ≤ w d ≤ β 2 p, and (iii) w d ≥ β 2 p.<br />
First, consider the case (i) w d ≤ β 1 p. Under this strategy,<br />
π R = (p − w) 1 V [(1 − α)(V − p − w d<br />
1 − β 1<br />
)].<br />
From the first-order condition, we have p ∗ = (1−β 1)V +w+w d<br />
2<br />
. Note that w d ≤ β 1 p ∗ if and only if<br />
w d ≤ β 1(1−β 1 )V +β 1 w<br />
2−β 1<br />
. Under this condition, p ∗ ≤ V also holds. Second, <strong>in</strong> the case (ii) β 1 p ≤ w d ≤<br />
β 2 p,<br />
π R = (p − w) 1 [(1 − α)(V − p)].<br />
V<br />
From the first-order condition, we have p ∗ = V + w . β 1 p ∗ ≤ w d ≤ β 2 p ∗ if and only if β 1(V + w)<br />
≤<br />
2<br />
2<br />
w d ≤ β 2(V + w)<br />
.<br />
2<br />
Third, <strong>in</strong> the case (iii) w d ≥ β 2 p,<br />
π R = (p − w) 1 V [α(w d − p<br />
β 2 − 1<br />
− p) + (1 − α)(V − p)].<br />
It is verifiable that this strategy is dom<strong>in</strong>ated from the manufacturer’s perspective. Thus, while<br />
analyz<strong>in</strong>g the equilibrium strategies, it suffices to focus on cases (i) and (ii).<br />
A.2.2<br />
Manufacturer’s optimal strategy<br />
Next, we return to the manufacturer’s decision mak<strong>in</strong>g <strong>in</strong> the first stage.<br />
We shall discuss the<br />
optimal pric<strong>in</strong>g strategies case by case, depend<strong>in</strong>g on how the wholesale price w and the sell<strong>in</strong>g<br />
24
price w d <strong>in</strong> the <strong>Internet</strong> channel fare. Note that<br />
β 1 (1 − β 1 )V + β 1 w<br />
≤ β 1(V + w)<br />
2 − β 1 2<br />
≤ β 2(V + w)<br />
.<br />
2<br />
Therefore, the manufacturer has three strategies: 1) GE-M: w d ≤ β 1(1−β 1 )V +β 1 w<br />
; 2) CS’-M:<br />
β 1 (1−β 1 )V +β 1 w<br />
2−β 1<br />
≤ w d ≤ β 1(V +w)<br />
2<br />
; 3) CS-M: β 1(V +w)<br />
2<br />
≤ w d ≤ β 2(V +w)<br />
2<br />
.<br />
First, under GE-M, p ∗ = (1−β 1)V +w+w d<br />
2<br />
and<br />
2−β 1<br />
π M = w 1 V [(1 − α)(V − p∗ − w d<br />
1 − β 1<br />
)] + w d<br />
1<br />
V [α(V − w d<br />
β 2<br />
) + (1 − α)( p∗ − w d<br />
1 − β 1<br />
− w d<br />
β 1<br />
)].<br />
From the first-order conditions, we have w ∗ = [β 2 − α(1 − β 1 )(β 2 − β 1 )]V<br />
and wd ∗ 2(αβ 1 + β 2 − αβ 2 )<br />
= β 1 β 2 V<br />
2(αβ 1 + β 2 − αβ 2 ) .<br />
Note that wd ∗ ≤ β 1(1 − β 1 )V + β 1 w ∗<br />
β 2<br />
if and only if α ≤<br />
2 − β 1 3(β 2 − β 1 ) . In addition, w∗ ≤ V if and only<br />
β 2<br />
if α ≤<br />
(1 + β 1 )(β 2 − β 1 ) . Thus, w∗ d ≤ β 1(1 − β 1 )V + β 1 w ∗<br />
implies w ∗ ≤ V . Under this strategy,<br />
2 − β 1<br />
p = [(3 − β 1)β 2 − 3α(1 − β 1 )(β 2 − β 1 )]V<br />
4[αβ 1 + β 2 − αβ 2 ]<br />
, Q = 1 − α<br />
4<br />
, Q M d = 1 + α ,<br />
4<br />
π M = [αβ 1(1 − α)(1 − β 1 ) + β 2 + β 1 β 2 − αβ 2 (2 − α)(1 − β 1 )]V<br />
8(αβ 1 + β 2 − αβ 2 )<br />
Second, under CS’-M, p ∗ = w d<br />
β 1<br />
and<br />
π M = w 1 V [(1 − α)(V − w d<br />
β 1<br />
)] + w d<br />
1<br />
V [α(V − w d<br />
β 2<br />
)].<br />
, π R = (1 − α)(1 − β 1)V<br />
16<br />
The above formula suggests that the manufacturer would like to make w as large as possible. Thus,<br />
at optimality w ∗ satisfies w d = β 1(1 − β 1 )V + β 1 w ∗<br />
. This implies that as long as Strategy GE-M is<br />
2 − β 1<br />
a feasible (<strong>in</strong>terior) solution, Strategy CS’-M is dom<strong>in</strong>ated. Substitut<strong>in</strong>g w d = β 1(1−β 1 )V +β 1 w<br />
2−β 1<br />
<strong>in</strong> π M ,<br />
we obta<strong>in</strong> from the first-order condition that w ∗ = [(2 − β 1)β 2 − α(1 − β 1 )(2β1 2 + 2β 2 − β 1 β 2 )]V<br />
2[αβ1 2 + (1 − α)(2 − β ;<br />
1)β 2 ]<br />
accord<strong>in</strong>gly,<br />
π M = [β 2 + α 2 (1 − β 1 )(4β 2 1 + β 2 − 5β 1 β 2 ) − 2α(1 − β 1 )(2β 2 1 + β 2 − 2β 1 β 2 )]V<br />
4[(2 − β 1 )β 2 + α(β 2 1 − 2β 2 + β 1 β 2 )]<br />
Third, under CS-M, p ∗ = V +w<br />
2<br />
and<br />
π M = w 1 V [(1 − α)(V − p∗ )] + w d<br />
1<br />
V [α(V − w d<br />
β 2<br />
)].<br />
From the first-order conditions, we have w ∗ = V 2<br />
and w∗ d = β 2V<br />
2 . Obviously, w∗ < wd ∗ < β 2(V +w ∗ )<br />
2<br />
.<br />
Note that β 1(V +w ∗ )<br />
2<br />
≤ wd ∗ if and only if β 2 ≥ 3 2 β 1. Accord<strong>in</strong>gly, p = 3V 4 , Q = 1−α<br />
4 , QM d<br />
= α 2 ,<br />
25<br />
.<br />
.
π M = (1−α+2αβ 2)V<br />
8<br />
, and π R = (1−α)V<br />
16<br />
. F<strong>in</strong>ally, if w > V , π M = w d<br />
1<br />
V [α(V − w d<br />
β 2<br />
)].<br />
optimality w ∗ d = β 2V<br />
2 , and π M = αβ 2V<br />
4<br />
< (1 − α + 2αβ 2)V<br />
8<br />
Thus, at<br />
. It is therefore a dom<strong>in</strong>ated strategy.<br />
We can then compare the manufacturer’s pay<strong>of</strong>fs under three strategies and determ<strong>in</strong>e the<br />
optimal strategy. The algebra is tedious and the table <strong>in</strong> the proposition summarizes the equilibrium<br />
outcomes <strong>in</strong> this scenario.<br />
A.3 Only the retailer can <strong>in</strong>troduce the <strong>Internet</strong> channel<br />
In the ma<strong>in</strong> text, we have discussed the consumers’ purchas<strong>in</strong>g decisions. Below, we characterize<br />
the equilibrium behaviors <strong>in</strong> two stages.<br />
A.3.1<br />
Retailer’s optimal strategy<br />
When 0 ≤ w ≤ V , the retailer’s pr<strong>of</strong>it is π R = (p − w)Q + (p d − w)Q R d ; when V ≤ w ≤ β 2V ,<br />
π R = (p d − w) 1 V [α(V − p d<br />
β 2<br />
)]. We first discuss the case 0 ≤ w ≤ V , and then consider the case<br />
V ≤ w ≤ β 2 V .<br />
Suppose that 0 ≤ w ≤ V . First, when p d ≤ β 1 p,<br />
π R = (p − w) 1 V [(1 − α)(V − p − p d<br />
1 − β 1<br />
)] + (p d − w) 1 V [α(V − p d<br />
β 2<br />
) + (1 − α)( p − p d<br />
1 − β 1<br />
− p d<br />
β 1<br />
)].<br />
From the first-order conditions, we have p ∗ = (1 − β 1){αβ 1 (β 2 − β 1 )V + [αβ 1 + (1 − α)β 2 ]w}<br />
and<br />
2[αβ 1 + (1 − α)β 2 ]<br />
p ∗ d = β 1β 2 V + [αβ 1 + (1 − α)β 2 ]w<br />
. Note that p ∗ d<br />
2[αβ 1 + (1 − α)β 2 ]<br />
≥ β 1p ∗ , and thus p d ≤ β 1 p is not an optimal<br />
strategy. Second, when β 1 p ≤ p d ≤ β 2 p,<br />
π R = (p − w) 1 V [(1 − α)(V − p)] + (p d − w) 1 V [α(V − p d<br />
β 2<br />
)].<br />
From the first-order conditions, we have p ∗ = V +w<br />
2<br />
and p ∗ d = β 2V +w<br />
2<br />
. Note that β 1 p ∗ ≤ p ∗ d ≤ β 2p ∗ .<br />
Given p ∗ and p ∗ d , we have Q = 1 V −w<br />
V<br />
[(1 − α)<br />
2<br />
] and Q R d = 1 V [α β 2V −w<br />
2β 2<br />
]. Third, when p d ≥ β 2 p,<br />
π R = (p − w) 1 V [α( p d − p<br />
β 2 − 1 − p) + (1 − α)(V − p)] + (p d − w) 1 V [α(V − p d − p<br />
β 2 − 1 )].<br />
From the first-order conditions, we have p ∗ = V +w<br />
2<br />
and p ∗ d = β 2V +w<br />
2<br />
. Note that p ∗ d ≤ β 2p ∗ , and<br />
thus p d ≥ β 2 p is not the optimal strategy.<br />
On the other hand, when V ≤ w ≤ β 2 V , the retailer’s pr<strong>of</strong>it is π R = (p d − w) 1 V [α(V − p d<br />
β 2<br />
)].<br />
From the first-order condition, we have p ∗ d = β 2V +w<br />
2<br />
and thus Q R d = 1 V [α β 2V −w<br />
2β 2<br />
].<br />
26
A.3.2<br />
Manufacturer’s optimal strategy<br />
The manufacturer has two strategies: 1) CS-R: 0 ≤ w ≤ V ; 2) EO: V ≤ w ≤ β 2 V . Next, we<br />
analyze the manufacturer’s optimal w. Under CS-R, the manufacturer’s pr<strong>of</strong>it is<br />
π M = w(Q + Q R d ) = w V<br />
From the first-order condition, we have w ∗ =<br />
[(1 − α)V<br />
− w<br />
2<br />
+ α β 2V − w<br />
2β 2<br />
].<br />
β 2 V<br />
2[α + (1 − α)β 2 ] and thus π M =<br />
β 2 V<br />
8[α+(1−α)β 2 ] .<br />
Under EO-R, the manufacturer’s pr<strong>of</strong>it is π M = w V [α β 2V −w<br />
2β 2<br />
]. From the first-order condition,<br />
we have w ∗ = β 2V<br />
2<br />
and thus π M = αβ 2V<br />
β 2 V<br />
8<br />
. Note that<br />
2[α + (1 − α)β 2 ] < β 2V<br />
. Therefore, when<br />
2<br />
β 2 V<br />
2<br />
≤ V (i.e. β 2 ≤ 2), w ∗ =<br />
w ∗ = β 2V<br />
2 . When β 2 V<br />
β 2 V<br />
If<br />
≥ αβ 2V<br />
8[α + (1 − α)β 2 ] 8<br />
β 2 V<br />
2[α + (1 − α)β 2 ] . When β 2 V<br />
2[α+(1−α)β 2 ]<br />
≥ V (i.e. α ≥<br />
2[α+(1−α)β 2 ]<br />
≤ V ≤ β 2V<br />
2<br />
(i.e. β 2 ≥ 2 and α ≤ β 2<br />
(i.e. α ≤ 1<br />
β 2 −1 ), then w∗ =<br />
2(β 2 −1)<br />
β 2<br />
2(β 2 −1) ),<br />
), there are two cases.<br />
β 2 V<br />
2[α+(1−α)β 2 ]; on the other hand, if<br />
αβ 2 V β 2 V<br />
≥<br />
(i.e. α ≥ 1<br />
8 8[α + (1 − α)β 2 ]<br />
β 2 −1<br />
), then w∗ = β 2V<br />
2<br />
. We can then compare the two<br />
strategies and the equilibrium outcomes are summarized <strong>in</strong> the table <strong>in</strong> the proposition.<br />
A.4 Both parties can <strong>in</strong>troduce the <strong>Internet</strong> <strong>channels</strong><br />
F<strong>in</strong>ally, we consider the scenario <strong>in</strong> which both parties have the capabilities <strong>of</strong> operat<strong>in</strong>g their<br />
<strong>Internet</strong> <strong>channels</strong>. As the derivations are complicated, we first start with some separate cases and<br />
exam<strong>in</strong>e the manufacturer’s optimal strategies <strong>in</strong> these four different regions. Follow<strong>in</strong>g this, we<br />
then compare the manufacturer’s pay<strong>of</strong>fs across four regions to characterize the equilibrium channel<br />
structure <strong>in</strong> every <strong>in</strong>stance.<br />
A.4.1<br />
Manufacturer’s optimal pric<strong>in</strong>g and channel strategies<br />
Given the manufacturer’s strategies w and w d , we can divide our analysis <strong>in</strong>to the follow<strong>in</strong>g four<br />
cases: 1.1) 0 ≤ w ≤ V and w d ≥ β 2V +w<br />
2<br />
; 1.2) 0 ≤ w ≤ V and w ≤ w d ≤ β 2V +w<br />
2<br />
; 1.3) 0 ≤ w ≤ V<br />
and w d ≤ w, and 1.4) w > V and 0 ≤ w d ≤ β 2 V .<br />
1) 0 ≤ w ≤ V and w d ≥ β 2V +w<br />
2<br />
:<br />
When the price w d is sufficiently large (w d > β 2V +w<br />
2<br />
), the game is equivalent to the case<br />
without the manufacturer’s <strong>Internet</strong> channel from the retailer’s viewpo<strong>in</strong>t as the manufacturer’s<br />
27
<strong>Internet</strong> channel is not competitive. Thus, p ∗ = V +w<br />
2<br />
, p ∗ d = β 2V +w<br />
2<br />
, Q = 1 V −w<br />
V<br />
[(1 − α)<br />
2<br />
], and<br />
Q R d = 1 V [α β 2V −w<br />
2β 2<br />
]. Accord<strong>in</strong>gly, π M = w(Q + Q R d ) = w V −w<br />
V<br />
[(1 − α)<br />
2<br />
+ α β 2V −w<br />
2β 2<br />
].<br />
2) 0 ≤ w ≤ V and w ≤ w d ≤ β 2V +w<br />
2<br />
:<br />
From the above discussions, <strong>in</strong> this case the manufacturer’s sell<strong>in</strong>g price w d sets a limit on the<br />
retailer’s sell<strong>in</strong>g price p d . In equilibrium, p ∗ d = w d, and all the <strong>Internet</strong> shoppers purchase from<br />
the retailer’s <strong>Internet</strong> channel (if this were not the case, the retailer could simply lower the price<br />
p d to attract all the <strong>Internet</strong> shoppers). S<strong>in</strong>ce p ∗ d = w d, the reduction <strong>of</strong> w d mitigates the double<br />
marg<strong>in</strong>alization problem <strong>in</strong> the physical channel as well. In the sequel, w ∗ d<br />
detailed pro<strong>of</strong>.<br />
3) 0 ≤ w ≤ V and w d ≤ w :<br />
In this case, p d<br />
= w. We omit the<br />
< w is an obviously dom<strong>in</strong>ated strategy for the retailer, because all the<br />
<strong>Internet</strong> shoppers will purchase <strong>in</strong> the manufacturer’s <strong>Internet</strong> channel. In addition, p < w is also<br />
a dom<strong>in</strong>ated strategy. Thus, it is impossible to see w d ≥ β 2 p. The demand <strong>in</strong> the physical channel<br />
Q is<br />
Q =<br />
and the demand on the <strong>Internet</strong> Q M d<br />
{ 1<br />
V [(1 − α)(V − p−w d<br />
1−β 1<br />
)], if w d ≤ β 1 p<br />
1<br />
V [(1 − α)(V − p)], if β 1p ≤ w d ≤ w ,<br />
is<br />
Q M d<br />
{ 1 = V [α(V − w d<br />
β 2<br />
) + (1 − α)( p−w d<br />
1−β 1<br />
− w d<br />
β 1<br />
)], if w d ≤ β 1 p<br />
1<br />
V [α(V − w d<br />
β 2<br />
)], if β 1 p ≤ w d ≤ w<br />
.<br />
We can then exam<strong>in</strong>e possible equilibria <strong>in</strong> two cases. From the above demand functions,<br />
we shall divide our analysis <strong>in</strong>to two cases: 1) w d ≤ β 1 w and 2) β 1 w ≤ w d ≤ w because the<br />
manufacturer’s pric<strong>in</strong>g strategy will <strong>in</strong>fluence the retailer’s counteraction. The algebra is tedious;<br />
by and large, we compare across different scenarios to determ<strong>in</strong>e their optimal strategies. The table<br />
below summarizes π M , π R and feasibility conditions <strong>of</strong> the three strategies when β 1 w ≤ w d ≤ w; a<br />
similar table can be constructed for w d ≤ β 1 w.<br />
28
Strategy π M and π R Feasibility Conditions<br />
GE-M<br />
CS’-M π M =<br />
CS”-M<br />
π M = [αβ 1(1−α)(1−β 1 )+β 2 +β 1 β 2 −αβ 2 (2−α)(1−β 1 )]V<br />
8(αβ 1 +β 2 −αβ 2 )<br />
π R = (1−α)(1−β 1)V<br />
⎧<br />
⎪⎨<br />
⎪⎩<br />
16<br />
[β 2 + α 2 (1 − β 1 )(4β 2 1 + β 2 − 5β 1 β 2 )<br />
−2α(1 − β 1 )(2β 2 1 + β 2 − 2β 1 β 2 )]V<br />
4[(2−β 1 )β 2 +α(β 2 1 −2β 2+β 1 β 2 )]<br />
π R = (1−α)(1−β 1)[β 2 +α(2β 2 1 −β 2−β 1 β 2 )]V<br />
4[(2−β 1 )β 2 +α(β 2 1 −2β 2+β 1 β 2 )] 2<br />
π M =<br />
(1+α)2 β 2 V<br />
8(2α+β 2 −αβ 2 ) − f<br />
π R = (1−α)(4α+β 2−3αβ 2 ) 2 V<br />
16(2α+β 2 −αβ 2 )<br />
− f<br />
⎫<br />
⎪⎬<br />
⎪⎭<br />
− f<br />
α ≤<br />
α ≥<br />
β 2<br />
3(β 2 −β 1 )<br />
β 2<br />
3(β 2 −β 1 )<br />
(β 2 + β 1 β 2 − 2β 2 1 )α ≤ β 2<br />
(2β 2 + β 1 β 2 − 4β 1 )α ≥<br />
(3β 1 − 2)β 2<br />
(3β 2 − 4)α ≤ β 2<br />
4) w > V and 0 ≤ w d ≤ β 2 V<br />
If w > V , π M = w d<br />
1<br />
V [α(V − w d<br />
β 2<br />
)]. Thus, w ∗ d = β 2V<br />
2 , and then π M = αβ 2V<br />
4<br />
. It is the strategy<br />
EO-M.<br />
5) Comparison across the first four regions:<br />
From the above analysis, we f<strong>in</strong>d that when α ≤<br />
is GE-M, CS”-M, or EO-M. When α ≥<br />
β 2<br />
3(β 2 −β 1 )<br />
β 2<br />
3(β 2 −β 1 ), the manufacturer’s optimal strategy<br />
, his optimal strategy lies between CS’-M, CS”-M,<br />
or EO-M. Thus, we can simply compare the pay<strong>of</strong>fs across the regions to obta<strong>in</strong> the manufacturer’s<br />
optimal strategy. We omit the tedious calculations here.<br />
A.4.2<br />
Equilibrium channel structure<br />
We now consider the equilibrium channel structure.<br />
For ease <strong>of</strong> exposition, we use N and I to<br />
represent their channel choices, where N corresponds to “no <strong>Internet</strong> channel,” and I corresponds<br />
to “<strong>in</strong>troduce the <strong>Internet</strong> channel.” We further use (I,N) to represent the subgame <strong>in</strong> which the<br />
manufacturer <strong>in</strong>troduces his <strong>Internet</strong> channel (the first argument), and the retailer decides not to<br />
do so (the second argument). Likewise, we use (I,I), (N,I), and (N,N) to <strong>in</strong>dicate other channel<br />
structures. Recall that f denotes the manufacturer’s operat<strong>in</strong>g cost for the <strong>Internet</strong> channel, where<br />
0 < f < αβ 2V<br />
8<br />
. The retailer’s operat<strong>in</strong>g cost is normalized to zero.<br />
We first show that (N,N) is not an equilibrium. Given that the manufacturer does not <strong>in</strong>troduce<br />
the <strong>Internet</strong> channel, if the retailer also abandons the <strong>Internet</strong> channel, she obta<strong>in</strong>s the pr<strong>of</strong>it<br />
π R = V 16 . If she <strong>in</strong>troduces her <strong>Internet</strong> channel, π R = [β 2 + 4α(1 − α)(β 2 − 1) 2 ]V<br />
if α ≤ 1<br />
16[α + (1 − α)β 2 ]<br />
β 2 −1 , and<br />
π R = αβ 2V<br />
16<br />
if α ≥ 1<br />
β 2 −1 . Compar<strong>in</strong>g the pr<strong>of</strong>its, we obta<strong>in</strong> that [β 2+4α(1−α)(β 2 −1) 2 ]V<br />
16[α+(1−α)β 2 ]<br />
≥ V 16 implies<br />
29
β 2 +4(1−α)(β 2 −1) 2 ≥ 1, which always holds after rout<strong>in</strong>e algebra. In addition, αβ 2V<br />
16<br />
≥ V 16 implies<br />
αβ 2 ≥ 1, which is satisfied when α ≥ 1<br />
β 2 −1<br />
. Thus, (N,N) is never an equilibrium.<br />
Next, we prove that (I,I) is not an equilibrium either. Given that the manufacturer <strong>in</strong>troduces<br />
the <strong>Internet</strong> channel, if the retailer also does so, the possible equilibrium is GE-M, CS”-<br />
M, CS”-M or EO-M. First, if GE-M is the equilibrium strategy, then the retailer obta<strong>in</strong>s the<br />
pay<strong>of</strong>f π R = (1−α)(1−β 1)V<br />
16<br />
. Nevertheless, if she abandons her <strong>Internet</strong> channel, her pay<strong>of</strong>f becomes<br />
either π R = (1−α)(1−β 1)V<br />
16<br />
(GE-M) or π R = (1−α)V<br />
16<br />
(CS-M). In both cases, the retailer has<br />
an <strong>in</strong>centive to deviate. Second, if the equilibrium strategy is CS’-M, then the retailer obta<strong>in</strong>s<br />
π R = (1 − α)(1 − β 1)[β 2 + α(2β1 2 − β 2 − β 1 β 2 )]V<br />
4[(2 − β 1 )β 2 + α(β1 2 − 2β 2 + β 1 β 2 )] 2 . Abandon<strong>in</strong>g the <strong>Internet</strong> channel, she obta<strong>in</strong>s<br />
either π R = (1 − α)(1 − β 1)[β 2 + α(2β1 2 − β 2 − β 1 β 2 )]V<br />
4[(2 − β 1 )β 2 + α(β1 2 − 2β 2 + β 1 β 2 )] 2 (CS’-M) or π R = (1−α)V<br />
16<br />
(CS-M), which<br />
dom<strong>in</strong>ates CS’-M.<br />
Third, if the equilibrium strategy is CS”-M (a necessary condition is α(2β 2 − 3) ≤ 1), then<br />
the retailer’s pay<strong>of</strong>f is π R = (1 − α)(4α + β 2 − 3αβ 2 ) 2 V<br />
. If <strong>in</strong>stead the retailer abandons the<br />
16(2α + β 2 − αβ 2 )<br />
<strong>Internet</strong> channel, the equilibrium must be CS-M (because the manufacturer obta<strong>in</strong>s a strictly<br />
higher pay<strong>of</strong>f under CS-M than under CS”-M). In such a scenario, the retailer’s pay<strong>of</strong>f is π R =<br />
(1−α)V (1 − α)V<br />
16<br />
. S<strong>in</strong>ce − (1 − α)(4α + β 2 − 3αβ 2 ) 2 V<br />
= α(1 − α)(β 2 − 1)(3α + β 2 − 2αβ 2 )V<br />
16 16(2α + β 2 − αβ 2 )<br />
4(2α + β 2 − αβ 2 ) 2 > 0<br />
(as α(2β 2 − 3) ≤ 1 implies α(2β 2 − 3) ≤ β 2 ), we identify a pr<strong>of</strong>itable deviation for the retailer.<br />
F<strong>in</strong>ally, if EO-M is the equilibrium, the retailer obta<strong>in</strong>s a null pay<strong>of</strong>f π R = 0. This is certa<strong>in</strong>ly<br />
suboptimal because by abandon<strong>in</strong>g the <strong>Internet</strong> channel she obta<strong>in</strong>s at least some positive pay<strong>of</strong>f.<br />
In sum, (I,I) can never be susta<strong>in</strong>ed as an equilibrium. The table <strong>in</strong> the proposition summarizes<br />
the equilibrium channel structures <strong>in</strong> different scenarios.<br />
B<br />
Retailer competition<br />
S<strong>in</strong>ce each <strong>supply</strong> cha<strong>in</strong> party can decide whether to <strong>in</strong>troduce the <strong>Internet</strong> channel, there are<br />
eight possible subgames. In the first stage, we exam<strong>in</strong>e the equilibrium pric<strong>in</strong>g strategies <strong>in</strong> each<br />
subgame. In the second stage, we then exam<strong>in</strong>e the equilibrium channel structure.<br />
B.1 Equilibrium pric<strong>in</strong>g strategies<br />
We aga<strong>in</strong> adopt the same notation N and I to represent their channel choices. We further use<br />
(I,N,I) to represent the subgame <strong>in</strong> which the manufacturer <strong>in</strong>troduces his <strong>Internet</strong> channel (the<br />
30
first argument), retailer 1 decides not to do so (N), and retailer 2 <strong>in</strong>troduces her <strong>Internet</strong> channel<br />
as well (the last argument). Likewise, we use the triples to <strong>in</strong>dicate other channel structures. It is<br />
readily observable that (N,I,N) and (N,N,I) are symmetric, and (I,I,N) and (I,N,I) are symmetric.<br />
Thus, <strong>in</strong> the sequel we only discuss the former two cases, which leaves us with six subgames <strong>in</strong><br />
total. Note that <strong>in</strong> evaluat<strong>in</strong>g the equilibrium pric<strong>in</strong>g strategies, the manufacturer’s operat<strong>in</strong>g cost<br />
has been sunk and thus does not factor <strong>in</strong>to these subgame derivations.<br />
B.1.1<br />
Scenario (N,N,N)<br />
In the absence <strong>of</strong> <strong>Internet</strong> <strong>channels</strong>, the retailers compete head-to-head <strong>in</strong> their physical <strong>channels</strong>.<br />
Thus, given the manufacturer’s wholesale price w, the equilibrium sell<strong>in</strong>g prices are p 1 = p 2 = w.<br />
In accordance, a consumer buys the product if and only if v − w ≥ 0.<br />
This gives rise to the<br />
manufacturer’s expected pr<strong>of</strong>it π M = w 1 V (V −w). From the first-order conditions, we have w∗ = V 2<br />
and Q ∗ = 1 2 . Therefore, π M = V 4 . To summarize, <strong>in</strong> this subgame, w∗ = p ∗ 1 = p∗ 2 = V 2 , Q∗ = 1 2 ,<br />
π M = V 4 and π R1 = π R2 = 0.<br />
B.1.2<br />
Scenario (N,I,N)<br />
Now suppose that only retailer 1 <strong>in</strong>troduces her <strong>Internet</strong> channel. We aga<strong>in</strong> obta<strong>in</strong> that <strong>in</strong> the<br />
physical <strong>channels</strong> the equilibrium sell<strong>in</strong>g prices are p 1 = p 2 = w. To exam<strong>in</strong>e the manufacturer’s<br />
optimal wholesale price, we divide our analysis <strong>in</strong>to two cases: 1) 0 ≤ w ≤ V and 2) V < w ≤ β 2 V .<br />
Case A. 0 ≤ w ≤ V :<br />
Obviously, p 1d < w is a dom<strong>in</strong>ated strategy for retailer 1 as it generates no sales. Thus, we<br />
ignore the case p 1d ≤ β 1 w. The demand <strong>in</strong> the physical channel Q is<br />
{ 1<br />
V<br />
Q =<br />
[(1 − α)(V − w)], if w ≤ p 1d ≤ β 2 w<br />
1<br />
V [α( p 1d−w<br />
β 2 −1 − w) + (1 − α)(V − w)], if β 2w ≤ p 1d ≤ β 2 V ,<br />
and the demand on the <strong>Internet</strong> Q d is<br />
{ 1<br />
V<br />
Q d =<br />
[α(V − p 1d<br />
β 2<br />
)], if w ≤ p 1d ≤ β 2 w<br />
1<br />
V [α(V − p 1d−w<br />
β 2 −1 )], if β 2w ≤ p 1d ≤ β 2 V .<br />
Based on the above demands, let us consider the optimal pric<strong>in</strong>g strategy p ∗ 1d<br />
First, when w ≤ p 1d ≤ β 2 w,<br />
for retailer 1.<br />
π R1 = (p 1d − w)Q d = (p 1d − w) 1 V [α(V − p 1d<br />
β 2<br />
)].<br />
31
Apply<strong>in</strong>g the first-order conditions, we have p ∗ 1d = β 2V + w<br />
. Note that p ∗ 1d<br />
≥ w always holds, and<br />
2<br />
p ∗ 1d ≤ β 2w if and only if w ≥ . Thus, we obta<strong>in</strong> the equilibrium pay<strong>of</strong>fs:<br />
β 2V<br />
2β 2 −1<br />
π R1 = α(β 2V − w) 2<br />
, and π M = w 1 4β 2 V<br />
V [(1 − α)(V − w) + α(V − β 2V + w<br />
)].<br />
2β 2<br />
We can do similar calculations for the case p 1d ≥ β 2 w.<br />
F<strong>in</strong>ally, we can characterize the manufacturer’s<br />
optimal wholesale price w ∗ based on the above derivations.<br />
here.<br />
Case B. V < w ≤ β 2 V<br />
The algebra is omitted<br />
In this case no consumer prefers to purchase <strong>in</strong> the physical channel because the wholesale price<br />
and subsequently the sell<strong>in</strong>g prices are too high. Thus, π R1 = (p 1d −w)Q d = (p 1d −w) 1 V [α(V − p 1d<br />
β 2<br />
)].<br />
Follow<strong>in</strong>g the first-order conditions, we have p ∗ 1d = β 2V +w<br />
2<br />
. Thus, π M = w 1 V [α(V − β 2V +w<br />
2β 2<br />
)]. This<br />
gives rise to w ∗ = β 2V<br />
2 . Note that w∗ > V if and only if β 2 > 2, <strong>in</strong> which case π M = αβ 2V<br />
8<br />
.<br />
We can then determ<strong>in</strong>e the manufacturer’s optimal wholesale price strategy by compar<strong>in</strong>g the<br />
two cases.<br />
B.1.3<br />
Other scenarios and summary<br />
Follow<strong>in</strong>g the same procedure, we can f<strong>in</strong>d the equilibria <strong>in</strong> the other four subgames (N,I,I), (I,N,N),<br />
(I,I,N) and (I,I,I). We summarize the manufacturer, retailer 1 and retailer 2’s equilibrium pr<strong>of</strong>its<br />
<strong>in</strong> the table below.<br />
Subgame π M π R1 π R2<br />
(N,I,I)<br />
(I,N,N)<br />
(I,I,N)<br />
(I,I,I)<br />
αβ 2 V<br />
4<br />
0 0<br />
(1−α+αβ 2 )V<br />
αβ 2 V<br />
4<br />
0 0<br />
4<br />
− f 0 0<br />
β 2 V<br />
4(α+β 2 −αβ 2 ) − f 0 0<br />
B.2 Equilibrium channel structures<br />
We have paved the way to characterize all the equilibria <strong>in</strong> every subgame. Now we can exam<strong>in</strong>e the<br />
channel strategies <strong>of</strong> the manufacturer and the retailers. First, neither <strong>of</strong> (N,N,N) and (I,N,N) will<br />
be an equilibrium. This is because given the strategies <strong>of</strong> the manufacturer and retailer 2, retailer<br />
1 obta<strong>in</strong>s a null pay<strong>of</strong>f. However, she always benefits from <strong><strong>in</strong>troduc<strong>in</strong>g</strong> her <strong>Internet</strong> channel and<br />
32
claims a strictly positive pay<strong>of</strong>f. Second, (I,I,I) is never an equilibrium. To see this, let us take the<br />
retailers’ strategies as given. When α ≤ 1<br />
he obta<strong>in</strong>s the pr<strong>of</strong>it<br />
β 2 V<br />
4(α+β 2 −αβ 2 )<br />
β 2 V<br />
4(α+β 2 −αβ 2 )<br />
β 2 −1<br />
, if the manufacturer <strong>in</strong>troduces his <strong>Internet</strong> channel,<br />
− f. On the other hand, if he abandons it, his pr<strong>of</strong>it becomes<br />
as he saves the operat<strong>in</strong>g cost but obta<strong>in</strong>s the same gross revenue. When α ≥<br />
1<br />
β 2 −1 ,<br />
if the manufacturer <strong>in</strong>troduces the <strong>Internet</strong> channel, his pr<strong>of</strong>it is αβ 2V<br />
4<br />
− f; aga<strong>in</strong>, he can save his<br />
cost by abandon<strong>in</strong>g the <strong>Internet</strong> channel (the pr<strong>of</strong>it is then αβ 2V<br />
4<br />
).<br />
Third, (N,I,I) is always an equilibrium. To verify this, first observe that given the retailers’<br />
strategies, the manufacturer has no <strong>in</strong>centive to <strong>in</strong>troduce his own <strong>Internet</strong> channel because he<br />
obta<strong>in</strong>s exactly the same gross revenue. Given that the manufacturer does not <strong>in</strong>troduce his <strong>Internet</strong><br />
channel but retailer 2 does, retailer 1’s pr<strong>of</strong>it is zero regardless <strong>of</strong> whether he <strong>in</strong>troduces his <strong>Internet</strong><br />
channel. Thus, he has no <strong>in</strong>centive to deviate. Likewise, retailer 2 does not want to deviate by<br />
symmetry.<br />
The last two cases are possible equilibria but also require some feasibility conditions.<br />
consider first (N,I,N). Given the equilibrium strategies <strong>of</strong> the manufacturer and retailer 2, if retailer<br />
1 abandons her <strong>Internet</strong> channel, she obta<strong>in</strong>s a null pay<strong>of</strong>f. Thus, she has no <strong>in</strong>centive to deviate.<br />
Given the equilibrium strategies <strong>of</strong> the manufacturer and retailer 1, retailer 2 cannot obta<strong>in</strong> a<br />
positive pay<strong>of</strong>f regardless <strong>of</strong> whether she <strong>in</strong>troduces her <strong>Internet</strong> channel.<br />
We<br />
This elim<strong>in</strong>ates any<br />
pr<strong>of</strong>itable deviation as well. F<strong>in</strong>ally, given the retailers’ equilibrium strategies, the manufacturer’s<br />
pay<strong>of</strong>f depends on the consumer composition.<br />
In the last scenario, (I,I,N) can be susta<strong>in</strong>ed as an equilibrium under some conditions characterized<br />
below. Given the equilibrium strategies <strong>of</strong> the manufacturer and retailer 2, if retailer<br />
1 abandons her <strong>Internet</strong> channel, she obta<strong>in</strong>s a null pay<strong>of</strong>f and thus it is not a pr<strong>of</strong>itable deviation.<br />
Given the equilibrium strategies <strong>of</strong> the manufacturer and retailer 1, retailer 2 is <strong>in</strong>different<br />
between <strong><strong>in</strong>troduc<strong>in</strong>g</strong> her <strong>Internet</strong> channel or not. To elim<strong>in</strong>ate any possible pr<strong>of</strong>itable deviation<br />
for the manufacturer, we need the follow<strong>in</strong>g conditions: (1) when α ≤ 1<br />
β 2 −1 , f ≤ α(β 2−1)V<br />
4(α+β 2 −αβ 2 ) ; (2)<br />
1<br />
when<br />
β 2 −1 ≤ a ≤ 2 β 2<br />
, f ≤ (αβ 2−1)V<br />
4<br />
; (3) when 2 β 2<br />
≤ α ≤ 2β 2<br />
3β 2 −2 , f ≤ [4(1−α)(αβ 2−1)+α 2 ]V<br />
8(α+2β 2 −2αβ 2 )<br />
; (4) when<br />
α ≥ 2β 2<br />
3β 2 −2 , f ≤ αβ 2V<br />
8<br />
.<br />
C<br />
Sell<strong>in</strong>g through an e-tailer<br />
In this section, we consider the scenario where<strong>in</strong> the manufacturer sells through an onl<strong>in</strong>e retailer<br />
(e-tailer). We shall discuss two possible cases, depend<strong>in</strong>g on whether the retailer can <strong>in</strong>troduce her<br />
own <strong>Internet</strong> channel.<br />
33
C.1 The retailer can only sell through the physical channel<br />
Given 0 ≤ p ≤ V and 0 ≤ p d ≤ β 2 V , the demand <strong>in</strong> the physical channel Q is<br />
⎧<br />
1<br />
⎪⎨ V [(1 − α)(V − p−p d<br />
1−β 1<br />
)], if p d ≤ β 1 p<br />
Q =<br />
1<br />
V<br />
⎪⎩<br />
[(1 − α)(V − p)], if β 1p ≤ p d ≤ β 2 p ,<br />
1<br />
V [α( p d−p<br />
β 2 −1 − p) + (1 − α)(V − p)], if p d ≥ β 2 p<br />
and the demand on the <strong>Internet</strong> Q d is<br />
⎧<br />
1<br />
⎪⎨ V [α(V − p d<br />
β 2<br />
) + (1 − α)( p−p d<br />
1−β 1<br />
− p d<br />
β 1<br />
)], if p d ≤ β 1 p<br />
Q d =<br />
1<br />
V<br />
⎪⎩<br />
[α(V − p d<br />
β 2<br />
)], if β 1 p ≤ p d ≤ β 2 p<br />
1<br />
V [α(V − p d−p<br />
β 2 −1 )], if p d ≥ β 2 p<br />
By backward <strong>in</strong>duction, we shall start with the subgame <strong>in</strong> which the retailer and e-tailer compete<br />
<strong>in</strong> prices; afterwards, we return to the manufacturer’s pric<strong>in</strong>g decisions.<br />
.<br />
C.1.1<br />
Retailer’s and e-tailer’s strategies<br />
Now we consider the e-tailer’s strategy. Let p ∗ and p ∗ d<br />
denote the equilibrium sell<strong>in</strong>g prices. There<br />
are five possible cases: i) p ∗ d < β 1p ∗ , ii) β 1 p ∗ < p ∗ d < β 2p ∗ , iii) p ∗ d > β 2p ∗ , iv) p ∗ d = β 1p ∗ , and v)<br />
p ∗ d = β 2p ∗ .<br />
In case i) p ∗ d < β 1p ∗ , π R = (p − w) 1 V [(1 − α)(V − p−p d<br />
1−β 1<br />
)]. Follow<strong>in</strong>g the first-order condition, we<br />
obta<strong>in</strong> the optimal price p ∗ = (1−β 1)V +w+p d<br />
2<br />
. In addition, π A = (p d −w d ) 1 V [α(V − p d<br />
β 2<br />
)+(1−α)( p−p d<br />
1−β 1<br />
−<br />
p d<br />
β 1<br />
)]. The first-order condition suggests that p ∗ d = αβ 1β 2 (1−β 1 )V +[αβ 1 (1−β 1 )+(1−α)β 2 ]w d +(1−α)β 1 β 2 p<br />
2[αβ 1 (1−β 1 )+(1−α)β 2 ]<br />
.<br />
Solv<strong>in</strong>g these equations jo<strong>in</strong>tly, we f<strong>in</strong>d that<br />
p ∗ = (1 − β 1)V + w<br />
2<br />
+ (1 + α)(1 − β 1)β 1 β 2 V + (1 − α)β 1 β 2 w + 2[αβ 1 (1 − β 1 ) + (1 − α)β 2 ]w d<br />
(1) ,<br />
8αβ 1 (1 − β 1 ) + 2(1 − α)(4 − β 1 )β 2<br />
p ∗ d = (1 + α)(1 − β 1)β 1 β 2 V + (1 − α)β 1 β 2 w + 2[αβ 1 (1 − β 1 ) + (1 − α)β 2 ]w d<br />
4αβ 1 (1 − β 1 ) + (1 − α)(4 − β 1 )β 2<br />
.<br />
p ∗ d < β 1p ∗ implies w > β 1(1−β 1 )[αβ 2 (3−β 1 )−2αβ 1 (1−β 1 )−β 2 ]V +[αβ 1 (1−β 1 )(2−β 1 )+(1−α)(2−β 1 )β 2 ]w d<br />
2αβ 2 1 (1−β 1)+(1−α)β 1 β 2<br />
. Likewise,<br />
we can also work out the other four cases. The details are omitted s<strong>in</strong>ce they follow from<br />
straightforward algebra.<br />
C.1.2<br />
Manufacturer’s strategies<br />
Now we proceed to exam<strong>in</strong>e the manufacturer’s strategies. The five cases lead to different optimal<br />
sell<strong>in</strong>g prices and subsequently different expressions <strong>of</strong> the manufacturer’s pay<strong>of</strong>fs. For example,<br />
34
when p ∗ d < β 1p ∗ ,<br />
π M = w 1 V [(1 − α)(V − p∗ − p ∗ d<br />
1 − β 1<br />
)] + w d<br />
1<br />
V [α(V − p∗ d<br />
β 2<br />
) + (1 − α)( p∗ − p ∗ d<br />
1 − β 1<br />
− p∗ d<br />
β 1<br />
)],<br />
where p ∗ and p ∗ d are given <strong>in</strong> (1). We then apply the first-order condition and obta<strong>in</strong> w∗ =<br />
[β 2 −α(1−β 1 )(β 2 −β 1 )]V<br />
2(αβ 1 +β 2 −αβ 2 )<br />
and wd ∗ = β 1 β 2 V<br />
2(αβ 1 +β 2 −αβ 2 ). In this case, the manufacturer’s pr<strong>of</strong>it is πIE<br />
M<br />
(<strong>Internet</strong><br />
encroachment). The other cases are analyzed similarly.<br />
C.2 Both the manufacturer and the retailer can <strong>in</strong>troduce <strong>Internet</strong> <strong>channels</strong><br />
We aga<strong>in</strong> use backward <strong>in</strong>duction to characterize the equilibrium. We shall dist<strong>in</strong>guish between<br />
the onl<strong>in</strong>e sell<strong>in</strong>g prices between the retailer (p R d ) and the e-tailer (pE d ). When pR d < pE d<br />
, the e-tailer<br />
has no sales; when p E d<br />
< pR d<br />
, the retailer earns noth<strong>in</strong>g from her <strong>Internet</strong> channel. Therefore, if<br />
w < w d , <strong>in</strong> equilibrium pd<br />
R∗ ≤ p E∗<br />
d<br />
= w d , and the e-tailer gets no sales. This is equivalent to the<br />
case when the manufacturer owns his <strong>Internet</strong> channel <strong>in</strong> our basic framework. Recall that we have<br />
shown that when w < w d , the manufacturer’s pay<strong>of</strong>f is decreas<strong>in</strong>g <strong>in</strong> w d . Thus, <strong>in</strong> what follows, we<br />
can simply focus on the case w d ≤ w.<br />
Moreover, when w d ≤ w, <strong>in</strong> equilibrium the retailer gets no sales <strong>in</strong> her <strong>Internet</strong> channel, and<br />
p E∗<br />
d<br />
≤ w. If this is violated (i.e., p E∗<br />
d<br />
consumers that purchase from the e-tailer.<br />
> w), the retailer can always decrease p d to capture the<br />
Note that p E∗<br />
d<br />
< w is satisfied only under strategy<br />
GE-M <strong>in</strong> equilibrium. Therefore, if other equilibria can be susta<strong>in</strong>ed, it must be that p E∗<br />
d<br />
= w, <strong>in</strong><br />
which case the value <strong>of</strong> w d does not <strong>in</strong>fluence the e-tailer’s sales. Accord<strong>in</strong>gly, the manufacturer<br />
will <strong>in</strong>crease the wholesale price w d as much as possible, lead<strong>in</strong>g to wd ∗ = w <strong>in</strong> equilibrium.<br />
We can then exam<strong>in</strong>e the manufacturer’s pay<strong>of</strong>f given that w = w d .<br />
For example, when<br />
w ≥ V , the <strong>in</strong>duced sell<strong>in</strong>g prices are p R d = pE d<br />
= w. The correspond<strong>in</strong>g manufacturer’s pay<strong>of</strong>f is<br />
π M = w[ 1 V α(V − w β 2<br />
)]. Apply<strong>in</strong>g the first-order condition, we have w ∗ = β 2V<br />
2<br />
and thus π M = αβ 2V<br />
4<br />
.<br />
Note that w ∗ > V if and only β 2 > 2. This strategy is labeled as strategy EO. When w ≤ V , the<br />
<strong>in</strong>duced sell<strong>in</strong>g prices become p R d = pE d<br />
= w, and there are several subcases to discuss. We can then<br />
derive the optimal wholesale prices <strong>in</strong> each subcase and then compare the manufacturer’s pay<strong>of</strong>fs<br />
across scenarios. The calculations are rout<strong>in</strong>e and tedious; thus, we omit the details and simply<br />
summarize the results <strong>in</strong> the proposition.<br />
35