FIRM SCOPE ADVANTAGES AND THE DEMAND SIDE Jens Schmidt Richard Makadok Thomas Keil Abstract We use a formal model to demonstrate that, unlike competitive advantages in a single-market context, multi-market scope advantages have different effects on performance depending upon whether they arise from supply-side or demand-side factors. Our key finding is that, counterintuitively, a supply-side scope advantage becomes more valuable than an equivalent-size demand-side scope advantage as customer preferences become positively correlated. Consequently, the most attractive type of industry for a given firm depends upon which particular type of scope advantage it has, and the best type of scope advantage for a firm to develop depends upon characteristics of demand in its industry. We interpret these results as having implications for the optimum scope of a firm, the boundaries of industries, and how competitive advantage shifts between rival firms as their industry evolves. Firm scope advantages and the demand side INTRODUCTION Research on how firms set their product market scope has offered numerous theoretical explanations, including: mutual forbearance to restrain rivalry (Bernheim & Whinston, 1990; Gimeno, 1999; Karnani & Wernerfelt, 1985), preemptive entry deterrence in product space (Schmalensee, 1978), platform investments to achieve flexibility (Chang, 1996), opportunistic risk reduction by managers at the expense of shareholders (Amihud & Lev, 1981), and exploitation of firm-specific synergies to achieve competitive advantage (Montgomery & Wernerfelt, 1988; Robins & Wiersema, 1995). Research on this last explanation has considered both supply-side synergies due to proprietary resources or inputs that are shared across product markets (Markides & Williamson, 1994; Markides & Williamson, 1996; Palich, Cardinal, & Miller, 2000) or due to any other proprietary type of scope economies (Teece, 1980), as well as proprietary demand-side synergies due to a superior ability to motivate customers to buy multiple products from the same firm (Chatain & Zemsky, 2007; Tanriverdi & Lee, 2008; Ye, Priem, & Alshwer, 2011). 1 While prior research has been valuable in identifying both supply- and demand-side sources of synergy, it has relatively little to say about the circumstances under which these two types of synergies are more or less valuable for a firm. In other words, we lack a theoretical account of when it is optimal for a firm to focus on supply-side versus demand-side sources of synergy when building a scope-based competitive advantage. Developing such a theory would have implications for firms’ investment decisions and their decisions about product market scope, as 1 As a boundary condition, it is important to note that, by definition, such demand-side synergies can only occur in situations where the markets for different products or services share the same set of customers. The two most common scenarios where this might occur are when the products/services are universal or near-universal necessities (e.g., utilities like water/sewer, electricity, and telecommunications) or when they are complements (e.g., hardware and software, surgery and post-operative rehabilitation, health-care services and pharmaceuticals, architecture and construction, or equipment and services needed to operate the equipment, such as installation, warranty, financing, maintenance, training, or fueling). 2 Firm scope advantages and the demand side well as implications for both the boundaries and the evolution of industries. In this paper we address this gap in the literature with the help of an analytical model. Drawing upon concepts from the value-based strategy literature (Brandenburger & Stuart, 1996), we examine how the relative value of supply-side versus demand-side firm-specific scope advantages differs depending on the industry-wide structure of customer preferences. In particular, compared to a proprietary supply-side synergy, a proprietary demand-side synergy is relatively more valuable when customer preferences are more negatively correlated across products– i.e. when customers have a weaker intrinsic preference (or a stronger intrinsic dislike) for buying multiple products from the same firm. This result is somewhat counterintuitive from the perspective of value-based strategy, which views competitive advantage as a consequence of a firm’s proprietary ability to create more economic value than its competitors, where economic value is defined as the difference between the price that customers are willing to pay for its product and the cost that the firm must pay in order to provide that product to those customers (Brandenburger & Stuart, 1996). In a scenario with only a single product market, the magnitude of the competitive advantage is the same regardless of whether the firm’s superior economic value is created on the demand side by increasing customers’ willingness to pay for the product or created on the supply side by decreasing the firm’s cost to provide that product, since an equal-sized shift in either case increases the firm’s economic value creation equally. Assuming that the same “confidence index” governs the price bargaining between firms and customers in either case (Brandenburger & Stuart, 2007), the only difference between the outcomes of two cases is whether the negotiated price goes up (as in the case of a proprietary demand-side increase in customers’ willingness to pay for the product) or down (as in the case of a proprietary supply-side decrease in the firm’s 3 Firm scope advantages and the demand side cost to provide the product). In either case, the total amount of economic value created, and the relative shares of economic value that are captured by the firm and its customers are the same. However, once we consider a multiple-product scenario in which competitive advantage comes in the form of a proprietary cross-product synergy, the outcomes of demand-side and supply-side advantages diverge radically. This divergence occurs because, although both types of synergies allow the advantaged firm to attract customers away from the disadvantaged firm, a demand-side synergy allows the advantaged firm to attract a different type of customers than a supply-side synergy does. In the supply-side synergy case, this attraction to the advantaged firm is relatively stronger among customers who would intrinsically (i.e., in the absence of any synergies) prefer consuming only products from the disadvantaged firm. Conversely, in the demand-side synergy case, this attraction to the advantaged firm is relatively stronger among customers whose intrinsic preferences (i.e., in the absence of any synergies) are split between the two firms – i.e., preferring to consume some products from the advantaged firm and others from the disadvantaged firm. Therefore, in environments where customers have a stronger intrinsic preference to consume different products from the same firm, a firm with a supply-side synergy will gain relatively more market share and profit than a firm with a comparable-size demand-side synergy. Conversely, in environments where customers’ intrinsic preferences for different products are more split between firms, a firm with a demand-side synergy will gain relatively more market share and profit than a firm with a comparable-size supply-side synergy. In other words, the relative profitability of supply-side versus demand-side synergies depends critically upon the cross-product correlation of the intrinsic preferences of customers in the market: When this cross-product preference correlation is more positive (indicating an intrinsic preference for buying different products from the same firm), a proprietary demand-side synergy 4 Firm scope advantages and the demand side becomes relatively less profitable in comparison to a proprietary supply-side synergy. Conversely, when it is more negative (indicating an intrinsic preference for buying different products from different firms), a proprietary demand-side synergy becomes relatively more profitable in comparison to a proprietary supply-side synergy. In order to understand the practical meaning of this result, we must interpret the real-world conditions under which the cross-product correlation of customers’ intrinsic preferences would be higher or lower. For example, it would be higher in situations where the market’s preference for “one-stop shopping” is higher due to higher search costs or more time-constrained customers – e.g., supermarkets displacing butcher shops, greengrocers, and dry-goods stores (Klemperer & Padilla, 1997). Similarly, the correlation would also be higher in industries where all competitors offer customer-loyalty incentives (e.g., the nearly ubiquitous airline frequent-flyer program). On the other hand, it would be lower or negative in factor markets where businesses are more vulnerable to “hold-up” problems from their suppliers, in which case those businesses might prefer to reduce suppliers’ bargaining power by sourcing different inputs from different suppliers. Likewise, there may be some markets (e.g., in entertainment or fashion) where customers have an intrinsic preference for variety, which would imply a negative correlation. Another factor that would affect this correlation is the degree of difficulty that consumers face when trying to combine products from different suppliers. For example, in technology products, the correlation would be lower in situations where there is a universal standard interface for connecting products, or higher in situations where each company has its own idiosyncratic and proprietary interface. Likewise, in situations where customers have less experience in using the products, they will know less about how to combine them and will therefore rely more on the seller to combine them, which would raise the correlation (Spiller & Zelner, 1997). Similarly, 5 Firm scope advantages and the demand side markets composed of professionals or experts who use the products frequently would have a lower correlation than markets composed of amateurs who use them only rarely. Although our model is static rather than dynamic, it could possibly be interpreted as applying to a scenario where the same product is purchased at several different times (instead of several different products being purchased at the same time), in which case the cross-product preference correlation would simply represent the intensity of switching costs, brand loyalty, or some other type of inertia in customers’ purchasing behavior. It can also be interpreted in terms of a dynamic shift of an industry where customers become more competent over time at combining products themselves and less dependent upon the seller to do so, which would lower correlation. Our study advances strategic management theory on several fronts. In particular, we add to a growing stream of studies that explores the impact of demand-side factors on strategic issues such as technology development paths (Adner & Levinthal, 2001; Adner, 2002), resource repositioning (Adner & Snow, 2010), the sustainability of competitive advantage (Adner & Zemsky, 2006), knowledge embedded in existing customer relationships (Chatain, 2011) or corporate diversification decisions (Ye, Priem, & Alshwer, 2011). In particular, we show how the correlation of preferences across product markets can influence the value of a scope advantage. In terms of the literature on firm scope and diversification, our findings identify conditions where demand-side synergies may have (or should have) a relatively larger influence over firm scope decisions than supply-side synergies. Our findings are also relevant for explaining the interaction of firm-level scope advantages with industry-level variables, such as entry of firms with different types of scope advantages into an industry or the change of industry structure as a consequence of firms pursuing their scope advantages. Finally, our study may also contribute to research about the consequences of any phenomenon that affects the cross-product 6 Firm scope advantages and the demand side correlation preference, which may include, as noted in the previous paragraph, the literatures on: search costs, customer time constraints, supplier “hold up” problems, universal standard technical interfaces, customer learning and experience, switching costs, and brand loyalty. Our study proceeds as follows. In the next section we provide an overview of the extant literature on supply-side and demand-side scope advantages. Next we introduce and solve the model. Then we discuss the implications of our key results for strategic management theory. Finally we provide conclusions and some suggestions for further study. TYPES OF FIRM SCOPE ADVANTAGES Supply-side and demand-side synergies There is an extensive literature on the mechanisms and rationales for firms setting their product market scope to exploit cross-product synergies. Both supply-side and demand-side rationales for synergies have been identified. While a large part of this literature seeks to explain the optimal scope of the firm, e.g. by considering the relatedness of industries and product markets (Hoskisson & Hitt, 1990; Palich, Cardinal, & Miller, 2000), our paper is concerned with how firms gain competitive advantage through diversification. The rationale for building competitive advantage by exploiting superior proprietary supplyside synergies requires that organizations for providing different products or services exhibit similarity in their operating logic (Prahalad & Bettis, 1986) and draw upon common firmspecific resources (e.g., Farjoun, 1994; Robins & Wiersema, 1995). To the extent that these proprietary resources are superior to rivals’ resources in improving the effectiveness of the joint production, distribution, marketing, or selling of different products or services, they give the firm a supply-side scope advantage – for example, through superior scope economies. In addition, a small stream of research on diversification suggests that there may also be advantages to be 7 Firm scope advantages and the demand side gained from entering product markets that share the same customers (Chatain & Zemsky, 2007; Cottrell & Nault, 2004; Nayyar, 1990; Nayyar, 1993). Just as firms can sometimes enjoy synergistic benefits from co-producing, co-distributing, co-marketing, or co-selling different products or services, consumers can also sometimes enjoy synergistic benefits from copurchasing or co-consuming different products or services from the same firm. One might think of these demand-side synergies as economies of scope in consumption or in purchasing. To the extent that one firm has a proprietary ability to increase the synergistic benefits enjoyed by its customers to a higher level than rival firms can, this ability gives the firm a demand-side scope advantage. In effect, its customers would have stronger scope economies in consumption or in purchasing than its rivals’ customers. A number of demand-side factors have been identified that contribute to firms achieving demand-side scope advantages. Some of these give customers superior economies of scope in purchasing, while others give them superior economies of scope in consumption. Let us consider each of these categories in turn. Superior knowledge and familiarity of customers with the firm (Nayyar, 1990; Nayyar, 1993; Priem, 2007) can reduce their search costs or other transaction costs in order to give them superior economies of scope in purchasing. For example, by collecting a unique database on the reputations of sellers, eBay reduces its customers' search costs and risk of fraud by letting them make purchases from multiple sellers with confidence, even when those sellers are tiny, relatively unknown companies. Likewise, online service and game companies like Facebook and Zynga that offer several different services and games simplify transactions by creating “virtual currencies” that are conveniently used to pay for all of their paid services or games. Similarly, PayPal service gives its customers the convenience of paying for multiple transactions to 8 Firm scope advantages and the demand side different sellers with a “single sign-on” which eliminates the need to re-enter credit card numbers and expiration dates for each purchase, as well as the added security of keeping their credit card and bank account information out of the hands of sellers (whose identities may be unknown). PayPal is able to do this for a wider range of different sellers than competing services because its parent company eBay made PayPal the default payment method for its auctions and other transactions. Besides secure payment, another transaction cost is delivery, which is where Amazon.com has a scope advantage. By virtue of superior bargaining power over overnight delivery companies, Amazon.com offers its customers two forms of superior scope economies in purchasing. First, it offers free “Super Saver” (i.e., slow) shipping on orders over twenty-five dollars, which may include products from a variety of different categories. Second, its “Amazon Prime” service gives its customers an unlimited number of free fast (two-day) product deliveries, across a wide variety of different product categories, for a flat annual fee of $79 – and even refunds $1 of that fee for each shipment that an Amazon Prime member chooses to take by a slower delivery method. One way a firm can give its customers superior economies of scope in consumption is by exploiting existing customer relationships or superior knowledge about customers to provide product combinations that are best suited to their specific needs (Chatain & Zemsky, 2007; Zander & Zander, 2005). A firm may also gain proprietary customer synergies or switching costs by facilitating customers’ economies of learning (Cottrell & Nault, 2004) as a form of economies of scope in consumption. For example, unlike its main competitor Boeing, Airbus makes all of its cockpits look identical and work identically across all of the different aircraft they produce, which makes it much easier for pilots to qualify to operate different Airbus aircraft than for different Boeing aircraft. Consequently, the reduced training costs and greater flexibility of labor 9 Firm scope advantages and the demand side gives airlines superior economies of scope in “consuming” Airbus aircraft than they would have with Boeing aircraft. Similarly, Google gives its users the convenience of a “single sign-on” to obtain access to a superior range of different personal information services working together in tandem, including e-mail, calendar, task list, social networking, web site hosting/editing, personalized virtual newspapers/magazines, and portfolio tracking, as well as on-line storage, sharing, and editing of documents, spreadsheets, presentations, and photos. Superior economies of scope in consumption may also be created by having a customer loyalty program that is superior to those of competitors – for example, an airline frequent-flyer program that offers a superior choice of destinations. Superior supply-side synergies are known to motivate a firm to gain competitive advantage by diversifying across businesses that employ common resources, even if they are unrelated in terms of the customers they serve (Li & Greenwood, 2004; Siggelkow, 2003; Stern & Henderson, 2004); likewise, superior demand-side synergies may also motivate a firm to gain competitive advantage by diversifying across businesses that serve a common set of customers even if they are unrelated in terms of the resources they employ (Nayyar, 1993; Tanriverdi & Lee, 2008). While prior research has identified the importance of both supply-side and demand-side advantages in understanding the performance consequences of product-market scope choices, we know relatively little under what circumstances each factor may have a stronger effect. The limited research that has incorporated both demand- and supply-side factors has been conducted in the highly idiosyncratic software industry (which is subject to strong network externalities) and found that in that context demand-side factors may dominate supply side factors (Nayyar, 1993; Tanriverdi & Lee, 2008). In the following we will go beyond these limited findings in developing a more general model that helps us explain under what circumstances supply- and 10 Firm scope advantages and the demand side demand-side scope advantages may have stronger performance implications. Value creation, competitive advantage, and scope advantage Following the value-based strategy literature (Brandenburger & Stuart, 1996), we distinguish between value creation (defined as difference between customers’ willingness to pay for a product and the firm’s cost to provide that product) and value capture (defined as that part of value creation that can be appropriated by a firm or a customer), and we also define competitive advantage as superior value creation, i.e. a higher spread between customers’ willingness to pay and firm costs than competitors (Adner & Zemsky, 2006; Peteraf & Barney, 2003). Value-based logic incorporates both the supply and demand sides of value creation, and also makes explicit the two types of competitive advantage identified by Porter (1985): cost advantage (having lower costs than competitors at comparable customer willingness to pay), and differentiation advantage (having higher customer willingness to pay than competitors at comparable costs). By combining the supply-side and demand-side scope advantages with cost and differentiation advantages, we can distinguish between four scope advantages, since either supply-side or demand-side scope advantages can affect either cost or differentiation. The underlying mechanism works through a firm-specific factor that the firm can exploit across product markets. This factor can be a resource or capability that resides inside the firm, such as human expertise (Farjoun, 1994) or customer-specific knowledge (Chatain, 2011), but can also be external to the firm, such as customer experience in dealing with a firm (Nayyar, 1993). Table 1 lists examples for each of the four resulting types of advantage. -------------------------------Insert Table 1 about here -------------------------------We define a scope advantage as a firm’s ability to create more economic value than its 11 Firm scope advantages and the demand side competitors by participating in a particular combination of different product markets. Defined in this way, a scope advantage is a special case of a competitive advantage – i.e., a competitive advantage that materializes if and only if the firm participates in the right combination of different markets. The scope advantage is profitable if the firm captures some portion of this extra economic value created. Superior performance would additionally require a firm to capture more value than its competitors. Diversification literature usually hypothesizes and tests the direct link from resources (which it aims at measuring) to performance (which is more directly observable than resources) without analyzing the intermediate step of scope advantage. A benefit of our model is that it also opens up the intermediate step and thus sheds additional light on the mechanism by which firm-specific factors enable scope advantages and thereby allow firms to enjoy superior performance. MODELING DEMAND-SIDE VERSUS SUPPLY-SIDE SCOPE ADVANTAGES Our model serves two purposes: First, it demonstrates a difference between the outcomes of a single-market competitive advantage and the outcomes of a multi-market scope advantage. Second, it demonstrates a difference between the outcomes of a supply-side scope advantage and a demand-side scope advantage of equivalent size. Let us consider each of these results in turn. In comparing the single-market case to the multi-market case, we show that the difference between a supply-side advantage and a demand-side advantage has little impact on the outcomes of the single-market case, but substantial impact on the outcomes of the multi-market case. In the single-market case, all of the important outcome variables – including the aggregate amount of economic value created, the amount of economic value captured by each firm and by their customers, and the distribution of market shares between firms – are unaffected by whether the competitive advantage comes on the supply side or the demand side (and the only outcome that 12 Firm scope advantages and the demand side differs is whether the advantaged firm raises or lowers its price). By contrast, in the multi-market case, a firm with a demand-side scope advantage attracts a different set of customers than a firm with a supply-side scope advantage of equal magnitude, and this difference between the types of customers served has a substantial impact on the important outcome variables. The second purpose that our model serves is to examine the conditions under which a supplyside scope advantage or a demand-side scope advantage will have a greater impact on firm performance. In particular, we identify the market-wide cross-product correlation of customer preferences as an important contingency factor that influences the relative benefits of supply-side versus demand-side scope advantages. The remainder of this section is organized as follows: First, as a baseline for comparison, we describe how supply-side and demand-side competitive advantages of equivalent size affect the outcomes of a well-known classic single-market model. Second, we extend this classic model to capture a two-market context. Third, we examine how this two-market version of the model behaves differently under a supply-side scope advantage than under a demand-side scope advantage of equivalent size. Fourth, we examine how these differences are affected by changing the market’s cross-product preference correlation. For the purposes of this abbreviated draft, we present the results of all of these models through graphical illustration. 2 The single-product case We start with the classic Hotelling single-market linear model (D'Aspremont, Gabszewicz, & Thisse, 1979; Hotelling, 1929) of competition between two horizontally differentiated firms, such as Coca-Cola and Pepsi-Cola. Assume that customers are uniformly distributed along a line segment from −1 to +1, and that the two firms are positioned at the opposite endpoints of this 2 In order to comply with the Academy of Management’s page limit on manuscripts, we have omitted the full mathematical derivation of our results. This lengthy derivation will be included as an appendix to future drafts of this paper. 13 Firm scope advantages and the demand side line segment, with firm 1 located at the −1 endpoint and firm 2 at the +1 endpoint. Each firm produces one product, which is sold in indivisible units, and each customer purchases and consumes exactly one unit from exactly one firm. A customer’s willingness to pay for a given firm’s product is reduced in direct proportion to her distance from that firm. 3 Customers who are located close to one of the line segment’s endpoints exhibit a strong intrinsic preference for the product of whichever firm is located at that endpoint, so it would take a very large price discount to induce them to switch their purchase to the opposite firm’s product. Conversely, a customer located at the line segment’s midpoint (at the origin) is intrinsically indifferent between the two firms’ products, so even a very small price discount would induce her to switch. In the soft-drink industry, this corresponds to the fact that some consumers are brand-loyal to Coke regardless of price, other consumers are brand-loyal to Pepsi regardless of price, and still others are pricesensitive and simply purchase whichever cola is cheaper. Both firms have constant marginal costs regardless of the quantities of output they produce, and no fixed costs. Each firm sets its own price in competition with its rival, with no opportunity for collusion or price discrimination. -------------------------------Insert Figure 1 about here -------------------------------As a starting point, we assume symmetry between the two firms, so that neither firm has any cost or quality advantage. Both firms share the same marginal cost per unit produced, and customers’ willingness to pay for their respective products are an exact mirror image of each other across the origin. As a result of this symmetry, both firms set the same price, and the customer located at the origin is exactly indifferent between the two firms’ products. The 3 This distance-related decline in willingness to pay can be interpreted as a cost of transportation in the case where the horizontal dimension is geographic. Or, in the case where the horizontal dimension represents a product attribute, it can be interpreted as a cost of tailoring to adjust the product closer to the customer’s ideal preference, or as a simple disutility from consuming a product that does not exactly match her ideal preference. 14 Firm scope advantages and the demand side outcomes of this scenario are as illustrated by the Case 1 graph in the left-side panel of Figure 1: Each firm captures its respective half of the market on its own side of the origin, so their market shares are equal; and since their costs and prices are equal as well, it follows that they also capture equal amounts of economic value as profits. Likewise, their respective customer groups also capture equal amounts of economic value as consumer surplus. Next we consider how this equilibrium is altered if the symmetry is broken by giving one firm a competitive advantage. Without loss of generality, let the advantaged firm be firm 1 located at the −1 endpoint, and let the disadvantaged firm be firm 2 located at the +1 endpoint. We first consider a supply-side cost advantage in the form of reduced marginal cost, and then a demandside differentiation advantage in the form of increasing the overall market’s perception of product quality (i.e., vertical differentiation). In Figure 1, the supply-side cost advantage scenario is illustrated by the Case 2 graph in the middle panel, and the demand-side differentiation advantage scenario is illustrated by the Case 3 graph in the right-side panel. In the supply-side cost advantage case, the advantaged firm must choose the price that will best exploit its lower marginal cost. At one extreme, it could reduce its price by the full amount of the cost reduction, which would maximize its gain in market share while keeping its margin unchanged. At the opposite extreme, it could leave its price close to the symmetric-case pricing level, which would maximize its margin improvement while keeping its market share unchanged. Since profit in this model equals the product of margin and market share 4, neither of these extreme options is optimal. Rather, in order to maximize the product of its margin and its market share, the advantaged firm instead reduces its price by an intermediate amount, which increases both its margin and its market share by an intermediate amount. As a defense against this 4 In this model, since all customers always buy exactly one unit of output, the overall market size is kept fixed. Therefore, each firm’s market share is always directly proportional to its output sold. 15 Firm scope advantages and the demand side incursion by the advantaged firm, the disadvantaged firm mitigates its loss of market share by reducing its price as well, but by a smaller amount than the advantaged firm. As the Case 2 graph in the middle panel of Figure 1 shows, the advantaged firm enjoys higher margin (height of its profit rectangle), higher market share (width of its rectangle), and higher profit (area of its rectangle) than in the symmetric case, while the disadvantaged suffers a reduction in margin, market share, and profit from the symmetric case. The total economic value captured by customers as a consumer surplus is higher than in the symmetric case. For the demand-side differentiation advantage case, rather than reducing the advantaged firm’s marginal cost, we instead raise all customers’ willingness to pay for its product (as Pepsi attempted with its Pepsi Challenge marketing campaign), and we do so by the same amount as we had previously reduced its marginal cost. Here again, the advantaged firm must choose the price that will best exploit this quality advantage. At one extreme, it could raise its price by the full amount of the increase in customer willingness to pay, which would maximize its increase in margin while keeping its market share unchanged. At the opposite extreme, it could leave its price close to the symmetric-case pricing level, which would maximize its market share gain while keeping its margin unchanged. For the same reason as before, neither of these extreme options is optimal. Instead, the advantaged firm raises its price by an intermediate amount, which increases both its margin and its market share by an intermediate amount, and the disadvantaged firm defends against this incursion by reducing its price to some degree, which mitigates its loss of market share. As the Case 3 graph in the right-side panel of Figure 1 shows, the advantaged firm enjoys exactly the same increase in margin, market share, and profit that it would obtain in the cost advantage case, while the disadvantaged firm suffers exactly the same reduction in margin, market share, and profit that it would in the cost advantage case. Likewise, customers 16 Firm scope advantages and the demand side also gain the same amount of consumer surplus as they would in the cost advantage case. The only outcome that differs between the cost advantage case shown in the middle graph of Figure 1 and the differentiation advantage case shown in the right-side graph of Figure 1 is whether the advantaged firm’s prices go up or down. Indeed, even the magnitude of its price change is the same in both cases, with only the directions differing. So, the two graphs are identical except for the direction of their vertical shift. The multi-product case with uniform customer distribution Next, we demonstrate that the equivalence between a supply-side cost advantage and a demand-side differentiation advantage under a single-market scenario (as shown above in the previous sub-section) does not occur under a multi-market scenario where competitive advantage comes in the form of a proprietary cross-product synergy – i.e., a scope advantage, as defined earlier. We add a second dimension to the Hotelling linear market to create a two-market “Hotelling square,” which has been applied elsewhere to address a different set of research questions than we examine here. 5 As in the single-market scenario, we start with the symmetric case where neither firm has a competitive advantage, and we then compare this symmetric case to the cases of a supply-side scope advantage and a demand-side scope advantage. Consider a Hotelling square that extends from −1 to +1 in both dimensions, as shown in Figure 2, with firm A located at the lower-left corner (−1,−1) and firm B at the upper-right corner (+1,+1). Each firm produces two products, with the characteristics of product 1 represented along the horizontal dimension and the characteristics of product 2 represented along the vertical dimension. As in the single-product scenario, we continue to assume that each 5 In industrial organization economics, the mix-and-match literature uses a Hotelling square to examine the desirability of standardization for providers of complementary products (Boom, 2001; Denicolò, 2000; e.g., Matutes & Regibeau, 1988; Matutes & Regibeau, 1992). More recently, a Hotelling square model has also been used in strategy research on platform bundling (Eisenmann, Parker, & Van Alstyne, 2011). 17 Firm scope advantages and the demand side product is sold in indivisible units, and that each customer purchases and consumes exactly one unit of each product from exactly one firm. A customer’s horizontal position in the square represents her ideal preference for the first product’s characteristics, and her vertical position in the square represents her ideal preference for the second product’s characteristics. Customers with a stronger preference for firm A’s version of product 1 have a horizontal position closer to the left side of the square, while customers with a stronger preference for firm B’s version of product 1 have a horizontal position closer to the right side of the square. Likewise, customers with a stronger preference for firm A’s version of product 2 have a vertical position closer to the bottom edge of the square, while customers with a stronger preference for firm B’s version of product 2 have a vertical position closer to the top edge of the square. Consistent with the singlemarket scenario, we capture the strength of these preferences by assuming that a customer’s willingness to pay for a firm’s version of product 1 is reduced in direct proportion to her horizontal distance from that firm in the square, and that a customer’s willingness to pay for a firm’s version of product 2 is reduced in direct proportion to her vertical distance from that firm in the square. 6 As a baseline for easy comparison to the single-market case, we start with the assumption that customers are distributed uniformly across the entire square, but this uniformity assumption is highly limiting because it requires customers’ intrinsic preferences to be independent across the two products. Accordingly, in a later section, we will relax this uniformity assumption in a way that allows for the possibility that customers’ preferences may be correlated across products. As in the single-market case, we continue to assume that both firms have constant marginal costs regardless of their output quantities, no fixed costs, and no opportunity for collusion or price discrimination. 6 Again, as in the single-market case, this distance-related decline may be interpreted as a transportation cost, a tailoring cost, or a disutility. 18 Firm scope advantages and the demand side -------------------------------Insert Figure 2 about here -------------------------------First, consider the outcome in the symmetric case where neither firm has any scope advantage. In that case, both firms will offer their respective versions of product 1 at the same price, and both firms will also offer their respective versions of product 2 at the same price. Consequently, customers on the vertical line through the origin will be indifferent between the two firms when buying product 1, so the two firms will split the market for product 1 evenly, with firm A serving all customers in the left half of the square, and company B serving all customers in the right half of the square. Likewise, customers on the horizontal line through the origin will be indifferent between the two firms when buying product 2, so the two firms will split the market for product 2 evenly, with firm A serving all customers in the bottom half of the square, and company B serving all customers in the top half of the square. Therefore, in this symmetric case shown in Figure 2, the four quadrants of the square exactly correspond to the four possible combinations of customers’ product choices: Customers in the lower left quadrant buy both products from firm A, while customers in the upper right quadrant buy both products from firm B. Customers in the upper left quadrant buy product 1 from firm A and product 2 from firm B, and the reverse is true for customers in the lower right quadrant. Next, we consider how the distribution of customers’ product choices changes when one firm has a scope advantage. Without loss of generality, let A be the advantaged firm and B be the disadvantaged firm. To illustrate the two-product case, we use the example of a telephone connection (product 1) and TV broadcasting (product 2) as two product markets. The overwhelming majority of households consume both products. Many telecom operators in recent years have expanded their business into delivering TV content (IPTV). Conversely, some TV 19 Firm scope advantages and the demand side broadcasters, e.g. cable networks, are also offering telephone and internet services. Firms in these two markets are able to exploit both supply- and demand-side scope advantages, which makes this example ideally suited for our illustration purpose. There is technical infrastructure (which may be used for a supply-side scope advantage) as well as an established customer relationship (which may be leveraged as a demand-side scope advantage). -------------------------------Insert Figure 3 about here -------------------------------We start with a supply-side scope advantage scenario. For the purposes of our model, we treat a supply-side scope advantage as a proprietary way that the advantaged firm can reduce its marginal costs on the portion of its outputs that are provided to customers who purchase both products from that firm. 7 An example is the usage of the existing infrastructure and workforce by a telecom operator for delivering TV content, or vice versa. Both services can be sold simultaneously by the same salesperson, installed simultaneously by the same installer, and repaired simultaneously by the same technician. Furthermore, the network of equipment infrastructure is a fixed resource that, when used for delivering both types of content, is spread over a larger base and thereby exploits economies of scope. If one competitor has a superior way of managing these scope economies in workforce and infrastructure, then it would gain a costbased supply-side scope advantage. As in the single-product scenario, the advantaged firm reduces its price by an intermediate amount in order to balance the increases in both its margin and its market share, while the disadvantaged firm also reduces its price, but by a lesser amount, 7 As Table 1 suggests, an alternative differentiation-based form of supply-side scope advantage may also occur if all of the advantaged firm’s customers for each product (regardless of which firm they bought the other product from) experienced an increased willingness to pay in direct proportion to the number of customers who buy both products from the advantaged firm. For example, in our telephone/TV broadcast example, a differentiation-based supply-side scope advantage may occur if combining the two services increases the overall efficiency of the infrastructure in a way that allows higher traffic rates to distribute more content and thereby leads to an increased willingness to pay by all customers for each service, no matter which firm they buy the other service from. 20 Firm scope advantages and the demand side in order to mitigate its loss of market share. The outcome of the supply-side scope advantage scenario is shown in the left-side panel of Figure 3. Compared to the symmetric case shown in Figure 2, firm A gains the same amount of market share across both products from customers who would otherwise have bought both products from firm B (i.e., in the upper-right quadrant) as it does from customers who would otherwise have bought only one product from firm B (i.e., in the lower-right and upper-left quadrants). Next, we turn to the demand-side scope advantage scenario. For the purposes of our model, we treat a demand-side scope advantage as a proprietary way that the advantaged firm can increase customer willingness to pay among those customers who would actually buy both products from the advantaged firm. 8 An example in telecom is the “last mile” (connection to the customer household) or the actual customer relationship. Clearly, a firm that has an established customer relationship and the ability to provide services to a particular customer can leverage that to also deliver other services to this customer. Therefore there is a cost advantage due to lower costs of acquiring new customers, which can, e.g., be based on customer familiarity and trust with the service provider (Nayyar, 1993). Furthermore, due to knowledge about customer behavior and needs (arising from the established customer relationship) a firm is able to tailor its offering to these customers, resulting in an increased willingness to pay (Chatain, 2011). As in the single-product scenario, the advantaged firm raises its price by an intermediate amount in order to balance the increases in both its margin and its market share, while the disadvantaged firm reduces its price, but by a lesser amount, in order to mitigate its loss of market share. However, the outcome from a demand-side scope advantage, as shown in the right-side panel of Figure 3, is much different than the outcome under a supply-side scope advantage, as shown in 8 Alternatively, it could also decrease the costs incurred by those customers who buy both products from the advantaged firm. 21 Firm scope advantages and the demand side the left-side panel of Figure 3. It is still true that firm A gains some market share in all three of its “non-home” quadrants (top-left, top-right, and bottom-right quadrants), but this time the vast majority of its market share gain comes from customers who would otherwise buy one product from firm B (top-left and bottom-right quadrants), and much less of its market share gain comes from customers who would otherwise buy both products from firm B. This occurs because firm A’s demand-side scope advantage gives customers who would otherwise have bought one product from firm B have a much stronger incentive to buy that product from firm A. Therefore, a demand-side scope advantage attracts a different set of customers than a supply-side scope advantage, as shown in Figure 3. Also, in the case of a demand-side scope advantage, the disadvantaged firm actually gains some customers that would otherwise buy one product from the advantaged firm. This is due to the advantaged firm pricing in a way that induces joint purchasing, which leads customers that otherwise only weakly prefer to buy one product from the advantaged firm but strongly prefer to buy the other product from the disadvantaged firm to buy both products from the disadvantaged firm. Nevertheless, in the aggregate, the advantaged firm gains more customers from the disadvantaged firm than the reverse. In Figure 3, the amounts of market share gain for both types of scope advantage are approximately equal, but this is only because we have assumed a uniform distribution of customers across the entire square. Because a demand-side scope advantage gets a larger proportion of market share gain comes from the off-diagonal (top-left and bottom-right) quadrants, we can expect the results between the two types of scope advantage to differ more dramatically if we relax the uniformity assumption and allow the number of customers in each quadrant to differ. We will explore this in the next section. 22 Firm scope advantages and the demand side The multi-product case with preference correlation In the following, we relax the assumption of uniformly distributed customers and instead allow the relative number of customers to vary across the Hotelling square. More specifically, we assume that preferences may be correlated between the two product markets by using a customer density function with a different number of customers in each quadrant. For mathematical simplicity, we accomplish this goal by assuming that customers are distributed in a piecewiseuniform fashion across the Hotelling square, with the uniform distribution allowed to differ in its density across quadrants, as shown in Figure 4. When preference correlation is negative, customers tend to be located at the off-diagonal quadrants, whereas with positive preference correlation relatively more customers are at the diagonal quadrants. At the extremes, all customers are located only at the off-diagonal quadrants (negative correlation) or only at the diagonal quadrants (positive correlation). Figure 4 shows the distribution of customers for positive and negative correlation as well as independence. -------------------------------Insert Figure 4 about here -------------------------------A negative preference correlation means that customers tend to dislike purchasing both products from the same supplier. As we have stated above, this can be due to customers preferring variety, avoiding dependence on particular suppliers, being inherently disloyal, or suppliers having a reputation as specialists. Preferences are positively correlated if there is difficulty in jointly using the products from different suppliers, e.g. due to the lack of standardized interfaces, a general lack of knowledge about products, or the existence of large shopping costs. Furthermore it can be the case that customers perceive that it is natural that one firm supplies both products (i.e. generalists are preferred). 23 Firm scope advantages and the demand side As can be seen from Figure 3 above, when a firm has a demand-side scope advantage, a higher proportion of customers that will switch over to buying from the advantaged firm (market share gain) tends to be located at the off-diagonal quadrants as compared to the case of a supplyside advantage (note: Figure 3 shows the case of uniform preference distribution). Thus, when preferences are negatively correlated, there is a total higher number of customers on the offdiagonal quadrants (see the left graph of Figure 4). Therefore, a demand-side scope advantage should lead to a higher market share gain and higher total performance than an equal supply-side advantage when preferences are negatively correlated. Conversely, when customer preferences are positively correlated, the market share gain and performance increase of a supply-side advantage should be higher as compared to the market share and performance impact of a demand-side advantage. The result that a demand-side advantage is more valuable compared to a supply-side advantage when preferences are negatively correlated and less valuable when they are positively correlated at first seems counterintuitive. However, these findings highlight the role of fringe customers. A competitive advantage is especially valuable if it allows the firm to induce a lot of customers that are close to indifferent between different firms. This is particularly true of customers that are inherently disloyal. For example, a superior loyalty program (a source of demand-side scope advantage) will be more valuable when customers are disloyal than when customers anyway prefer buying from the firm. This is all the more important if there is diminishing marginal utility (further increases in product quality have a lesser impact on customers’ willingness to pay) or diminishing marginal efficiency (further investments in efficiency have a lesser effect on variable costs), which we have not assumed in our paper. In these cases, competitive advantages have much less of an effect on customers that would anyway 24 Firm scope advantages and the demand side buy from the firm than on fringe customers that are close to indifferent. DISCUSSION Above we have demonstrated that a single-market competitive advantage and a multi-market scope advantage differ in their respective outcomes. We have further shown that a supply-side scope advantage leads to a different outcome than a demand-side scope advantage of equal magnitude, depending on the intrinsic correlation of customer preferences in the market. In the following, we discuss the implications of these core findings for literature in strategic management focusing on the role of the demand side in determining competitive advantages, the role of the demand side in determining firm scope decisions and performance, and the role of scope advantages as drivers of industry structure. Competitive advantages, scope advantages and the demand side A key finding of our study is that, while in a single-market setting supply-side and demandside competitive advantages are symmetric and equal in their magnitude, they differ substantially in a multi-market setting. The symmetry of the single-market solution, where a decrease in costs or an equal increase in customer willingness to pay have the same effect does not carry over to a situation when firms have scope advantages, i.e. competitive advantages that only apply when the firm is present in several product markets. As we have shown, the difference stems from the interaction of the scope advantage with the demand side, as a supply-side scope advantage induces a different set of customers to switch their consumption to the advantaged firm than a demand-side scope advantage does. This result highlights the role of demand-side factors in determining performance outcomes of competitive advantages. In a single-market setting, the demand side plays a role when customers differ in their preferences between the different suppliers’ products, as in the Hotelling setup in 25 Firm scope advantages and the demand side this paper. Then also a pure cost advantage will lead some customers to switch, as firms will adjust their prices and some customers will switch to purchasing from the advantaged firm (as illustrated in the Pepsi-Coke example in the previous chapter). However, the outcome is symmetric between a supply-side and a demand-side competitive advantage. In the multi-market setting, however, the set of customers that are induced to switch differs between the two types of scope advantages. Demand-side scope advantages are thus of a different nature than supply-side scope advantages. While supply-side scope advantages are located within the boundaries of the firm, such as a resource or capability that is shared across markets (e.g. managerial understanding), demand-side scope advantages are often located at the firm-customer interface (Dyer & Hatch, 2006) or at the customer side (Nayyar, 1993; Priem, 2007) (e.g. the knowledge or familiarity of customers with a firm’s products, as in the above Airbus/Boeing example). As argued by Priem (2007), firms can purposefully build such demand-side advantages by strategically influencing customers’ knowledge and perception. Since demand-side advantages are not necessarily located within the boundaries of a firm, an interesting question concerns the sustainability of such advantages. One may wonder if isolating mechanisms exist to sustain the advantage or if such advantages are inherently temporary in nature. Several arguments suggest that also demand-side scope advantages can be sustainable. As noted above, a key factor contributing to demand-side scope advantages is the existence of a lock-in situation that can be exploited by a firm. As an example, an airline that has trained its pilots on Airbus planes will incur lower costs in re-training when purchasing different Airbus planes than Boeing planes, due to the similarity of the cockpits. A similar sustainable demandside advantage exists if a firm is able to exploit a superior location, reducing customers’ shopping costs (Klemperer & Padilla, 1997). In yet other cases, firms may have an advantage at 26 Firm scope advantages and the demand side a particular product combination level. Such an advantage exists if there is superior integration of products, as in the above-mentioned example of Google services that are tightly integrated, e.g. providing single sign-on (Stremersch & Tellis, 2002). Such integration can lead to customers deriving additional benefits from joint consumption due to cost savings or increased convenience. Scope advantages and the firm scope decision Our study has found a significant difference between supply-side and demand-side scope advantages. In particular, we have found that their outcome depends on the level of correlation of the intrinsic customer preferences across markets, which is a characteristic of an industry or a set of industries. Assuming that different firms have different types of scope advantages, we can therefore expect that the decision to enter an industry or market depends on the question if the firm is able to match its competitive advantage with the characteristics of the market and the preferences of customers therein. Above we have identified several conditions that give rise to differences in the correlation of intrinsic customer preferences across markets. The correlation is high when there are benefits of one-stop shopping, e.g. due to search or transaction costs (as in the case of supermarkets), when there is little standardization or no established interfaces and customers cannot be sure whether products purchased from different vendors work together, or when there is little experience in using the products. Conversely the correlation is negative when customers wish to reduce their dependence on suppliers or have a preference for variety (as in fashion or entertainment) or a tendency to be disloyal, as well as when firms have a reputation as specialists. Our results suggest that firms that have a demand-side advantage should enter markets where the preference correlation is negative, i.e. markets where customers have a tendency to not buy products from 27 Firm scope advantages and the demand side the same firm. For instance, Microsoft has been able to reap benefits of a common interface and superior product integration in multiple software application markets where customers have had a strong preference to deal with category specialists. These results are counterintuitive, as firms with demand-side scope advantages can be seen as generalists that enter an industry that prefers specialist firms. However, as our results suggest, it is exactly a market with a preference for specialists where a firm that has a demand-side scope advantage (which effectively makes it a “superior generalist”) is able to break up the market structure. This is due to the existence of fringe customers, as discussed above. In a market that prefers specialists, a superior generalist can attract a proportionally higher number of new customers than a superior specialist. The same is true also in the opposite setting: A firm that has a supply-side scope advantage will fare better in a market setting where customers prefer to buy from generalists (i.e. a market where there is high legitimacy for suppliers of bundles as well as low levels of knowledge about individual products). Our findings thus imply a pattern of market entry decision based on the type of scope advantage (a firm-level characteristic) and the preference of customers to buy from generalists or specialists (an industry- or market-level characteristic). While our model is static in nature, we can also apply our above argument to a dynamic context. In particular, we might expect the correlation of preferences to change over time and over the lifecycle of an industry. Preference correlation may decrease over time, which can, e.g., be the case when customers become more knowledgeable about the products. It may also increase, e.g. when more and more firms enter an industry, which leads to a decrease in the bargaining power of suppliers. Thus we can expect the direction and speed of change in preference correlation to be industry-specific. In any case, our above results then lead to the 28 Firm scope advantages and the demand side conclusion that different firms with different types of scope advantages will enter an industry at different stages in its lifecycle. This may help explain early vs. late mover advantages as well as entry patterns into industries (see, e.g., Franco, Sarkar, Agarwal, & Echambadi, 2009). Furthermore our results also explain how different firms will exhibit competitive advantages at different stages of an industry lifecycle, and the mechanisms how competitive advantages may shift between firms as the industry evovles. Scope advantages as drivers of industry structure A further conclusion that can be derived from our findings is that different advantages lead not only to entry into different types of industries, as described in the previous section, but that the pursuit of competitive advantages in itself can also alter the structure and boundaries of industries over time. The above example of a telecom operator expanding into delivering TV content to its customers is an example of a phenomenon prevalent in technology industries known as “convergence” (Han, Chung, & Sohn, 2009). However, this phenomenon also exists in other types of industries. For example, many durable goods manufacturers also sell service contracts, competing with specialist service providers (or forcing them into a subcontractor role). A firm that exploits a demand-side scope advantage in effect connects the two markets over which the advantage is exploited. The existence of an increasing number of firms that are present in the same two industries leads to these two industries becoming more related over time (Li & Greenwood, 2004). Therefore, if a firm with a demand-side advantage enters an industry in order to exploit its scope advantage and others follow suit, these two markets eventually converge. The key driver of the industry-level convergence noted above is thus the pursuit of a firm-level competitive advantage in the form of a demand-side scope advantage and subsequent attempts at imitation by 29 Firm scope advantages and the demand side competitors. It should be noted that above, we have assumed that preference correlation is exogenous to firms, i.e. firms cannot change the preference correlation. However, a sequence of firm decisions to pursue scope advantages and the subsequent increase in relatedness of industries over time also alters how consumers perceive combinations of products and therefore also preference correlation. In extreme cases, one dominant firm that pursues a scope advantage might be able to alter preference correlation. This might help it to exploit its advantage, but at the same time might pave the way for competitors to enter the industry as well. An interesting question in this respect is that when two industries converge, from which original industries the “winners” come from. In the telco and TV broadcaster example, the question thus is that when both telephone and TV move towards internet technology, will the dominant firms in the new industry be the telcos, the TV broadcasters, or some other party (such as Apple or Google). This also shows that there is a potential asymmetry that may favor firms from one industry over another. As an example, digital cameras have become a standard feature of mobile phones, hurting camera producers. However, while digital camera producers might not have an advantage from venturing into the mobile phone industry and include such features into their phone, they might do well by neglecting fringe customers and focusing on customers that have a preference for high quality for digital cameras. In sum, our theory contributes to explaining how industry boundaries may shift as a consequence of firms pursuing competitive advantages, in particular scope advantages. Especially the pursuit of demand-side scope advantages is a potentially major source of changes in industry boundaries and therefore also warrants further empirical study. In particular, our above assertion that it is the pursuit of competitive advantages that drive industry structure changes should be subjected to an empirical test. 30 Firm scope advantages and the demand side CONCLUSIONS In an interview with Newsweek, Jeff Bezos, founder and chairman of Amazon.com, made the following statement (Newsweek, 4th of January, 2010): There are two ways that companies can extend what they're doing. One is they can take an inventory of their skills and competencies, and then they can say, ‘OK, with this set of skills and competencies, what else can we do?’ And that's a very useful technique that all companies should use. But there's a second method, which takes a longer-term orientation. It is to say, rather than ask what are we good at and what else can we do with that skill, you ask, who are our customers? What do they need? And then you say we're going to give that to them regardless of whether we currently have the skills to do so, and we will learn those skills no matter how long it takes. As this quote suggests, practitioners are very clear that firms can decide firm scope based on supply-side and demand-side sources of advantage. In this paper we have built on this insight and asked the follow-on question under what circumstances a supply-side or a demand-side scope advantage is more valuable. We have demonstrated a difference between single-market competitive advantages and multi-market scope advantages. We have further shown that in multi-product settings the outcome of supply-side and demand-side scope advantages differs substantially. In particular, when customer preferences are negatively related, a demand-side scope advantage is more valuable than a supply-side scope advantage, whereas supply-side advantages are more valuable when customer preferences are positively related. Our model, which we, due to space limitations, have illustrated through examples as well as a graphical solution, allowed some novel insights on the value of different types of scope advantages, in particular when explicitly accounting for demand-side factors. Our formal treatment of the 31 Firm scope advantages and the demand side subject allows us to add granularity, in particular in terms of considering how demand-side variables, such as intrinsic preference correlation in our setting, interact with firm-level variables, such as different types of competitive advantages and subsequent decisions on product market scope. As in every study, a number of limitations need to be acknowledged. Given that we ground our theorizing in a mathematical model, we make certain simplifying assumptions, such as the distribution of customers, that are an abstraction of real-life settings. While our assumptions and model have enabled us to derive interesting and counterintuitive insights into the relationship between demand-side factors and firm-level factors, further work might relax some of these assumptions. One could, for instance, modify the level of customer heterogeneity on the product markets or allow firms to choose their positions. We have also limited our model to two markets, whereas firms may be present at several markets with differing levels of correlation. A simulation study might fruitfully explore different types of scenarios where firms with different scope advantages employ different bundling strategies. Furthermore, as mentioned above, our model is static in nature, but we have partly used it to explain dynamic phenomena. A dynamic model could lead to additional insights, e.g. into the conditions and timing of entry of firms with different types of scope advantages into different types of industries, which might explain observed patterns of diversification and scope expansion. In conclusion, our findings add to the literature on firms’ product scope and the emerging demand-based view of strategic management that seeks to explain how demand-side factors, such as the structure of customer preferences, contributes to strategic level performance outcomes like technology development paths (Adner & Levinthal, 2001; Adner, 2002), resource repositioning (Adner & Snow, 2010), the sustainability of competitive advantage (Adner & 32 Firm scope advantages and the demand side Zemsky, 2006), knowledge embedded in existing customer relationships (Chatain, 2011) or corporate diversification decisions (Ye, Priem, & Alshwer, 2011). 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TABLE 1 Examples of Synergies and Their Underlying Resources Supply-side Similarity of human expertise reduces costs of applying same skills in other markets (Farjoun, 1994) Cost advantage Differentiation Customizable product due to unique value chain creates higher advantage willingness to pay (Rivkin & Porter, 1999) Demand-side Client-specific knowledge leads to lower costs of retaining customers (Chatain, 2011) Experience of using a service of a firm leads to lower customer acquisition costs (Nayyar, 1993) Familiarity with software user interface leads to higher willingness to pay due to a lock-in effect (Cottrell & Nault, 2004) FIGURE 1 Equivalence of Supply-Side and Demand-Side Advantages in the Single-Product Case customer value surplus customer value surplus -1 firm 1 profit firm 2 profit customer value surplus 1 1 -1 firm 1 profit Case 1: No advantage firm 1 profit firm 2 profit 1 firm 2 profit Case 2: Supply-side cost advantage 37 -1 Case 3: Demand-side differentiation advantage Firm scope advantages and the demand side FIGURE 2 The Hotelling Square (No Firm Has Any Advantage) (-1,1) (1,1) B1A2 B1B2 A1A2 A1B2 (-1,-1) (1,-1) FIGURE 3 Supply-Side Versus Demand-Side Scope Advantages in the Two-Product Model (Left: Supply-Side Advantage, Right: Demand-Side Advantage) (-1,1) (1,1) B1A2 (-1,1) (1,1) B1A2 B1B2 B1B2 IV II A1A2 I A1B2 A1B2 A1A2 III (-1,-1) (1,-1) (-1,-1) 38 (1,-1) Firm scope advantages and the demand side FIGURE 4 Cross-Product Correlation of Intrinsic Customer Preferences ρ =0 negative correlation independence 39 positive correlation
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