26- Multi-Project Strategy and Market-Share Growth: The Benefits of Rapid Design Transfer in New Product Development Kentaro Nobeoka and Michael A. Cusumano MIT Sloan School of Management WP#3686-94/BPS May 16, 1994 MASSACHUSETTS INSTITUTE OF TECHNOLOGY 50 MEMORIAL DRIVE CAMBRIDGE, MASSACHUSETTS 02139 Multi-Project Strategy and Market-Share Growth: The Benefits of Rapid Design Transfer in New Product Development Kentaro Nobeoka and Michael A. Cusumano MIT Sloan School of Management WP#3686-94/BPS May 16, 1994 y.LT. LIBRARIES JUN 2 1994 RECEIVED Multi-Project and Strategy Market-Share The Benefits of Rapid Design Transfer May 3, in New Growth: Product Development 1994 Kentaro Nobeoka* and Michael A. Cusumano** *Kobe University **Massachusetts Acknowledgments: The authors gratefully Institute of Technology acknowledge the financial support of the Sloan Foundation and the International Motor Vehicle Program (IMVP) Massachusetts Institute of Technology at the Abstract lines In automobiles and other industries most large manufacturers have several product and constantly develop new products to replace existing products or to add completely new product lines. is extremely as well has existing as been Managing important a different firm projects leverage relate to each other technologically engineering its and financial resources, Nonetheless, there and designs, across multiple projects. explores multi-project management. paper is to explore product-development strategies used in the technologies research little way the helping in that The purpose of this management of multiple automotive in multi-project development. strategy projects. An underlying hypothesis is that differences should influence the effectiveness of an entire firm in new product This paper proposes new product development sequential design a typology of multi-project four projects into and design transfer, new types: strategies, design, Based on modification. rapid this which categorizes design typology, transfer, this paper on market Using data on 210 new products introduced by 17 worldwide auto competitiveness. manufacturers between 1980 and 1991, this paper argues that high performers (measured Under the by market share growth) more often utilized a "rapid design transfer" strategy. of one part as developed designs technologies and new transfer strategy, design rapid examines project are the potential quickly influence transferred to of different other projects types of within multi-project the firm. strategies Introduction 1 Since the management of new product development has become numerous academic researchers have undertaken competition, global and efficient new product development projects have been empirical individual have projects the projects within projects the which includes policies linkages, and Most of factors the new that led et al., such as automobiles, however, large A products. existing development multiple imdertake constantly replace to effective Rolhwell, 1969; in performance firm's in determined by the effectiveness of the management of the entire portfolio of is new product or lines management Marquis, and industries and lines how of various industries. explored (Myers many In product add new product to have studies success 1990). several least at market firm, marketplace to Zirger and Maidique, 1974; firms Many development projects. product studies issue central approaches and performance measures for focused on managerial has research in a This firm. design for among transfers multi-project multiple within strategy a and inter-project projects performance measured by growth impact on a firm's market their explores study revenues in over time. Because of number of recent Braun, Crawford, 1991; manufacturers in products U.S. than advantage because or of At various in of ability their The second body of new product individual projects as development product frequent new combination revenues than introductions at by firms of well studies corporate as engineering introductions, these two capabilities which level, speed product attracting report studies and increasing Womack long new more competitive a new with products numbers of product et a!., 1990; Smothers, resources in are while the may provide two These utilized. and firms yet with different of new projects and types product-development individual interrelated has focused on the speed of first But issues. more opportunities to new customers and meeting changing customer needs more have von leading that introduce creates 1991; has primarily focused on the speed and the frequency of the capabilities, into 1988; al., and Barczak, existing replace to III frequency this offerings et completion speed of individual develop to that Japanese the segments (Abegglen and Stalk, 1985; Dertouzos 1990). tend industries, the various time, European competitors and the or McDonough 1991; and customer needs, a technologies in time same the more frequently, and expand technology lead Cordero, 1991; 1992). Japan, of change pace have focused on studies and Fujimoto, (Clark projects accelerating the development lead times and infrequent the grow easily new-product introductions. The concept of two perspectives. sufficient for A effective the multi-project firm's capability management of strategy to a in develop stream of this a paper covers the gap between these single project alone new products over is time. not necessarily Developing a and components products final new products over many stream of successful individual and taking repeated advantage of designs years more than one product without overly compromising in requires specific planning strategy, Among academic project. and researchers, management of multiple new product development above the coordination of the level of the of both multiple product across efforts design made been has study little the the lines and multiple generations of products from the perspective of the corporation as a whole. recent In importance (Hayes, planning of et Wheelwright Wheelwright and Sasser (1989) strategic management projects. (Similar Clark, the the of discussions cleaner managing application map and of a the of core firm's examined frameworks and performance 2 Dimensions management Effective considered and Prahalad strategy for one as Multi-Project of of the Hamel, specific management of multiple projects relate performance in a to the Consideration of product (inter-product lines projects organizationally overall in is product a each derivative on at two firms discussed also in the planning and the development and the the However, these researchers have not study. of different by these has been explained strategies to as well (Meyer and The on includes and Utterback, both critical have structure the the one is should management potentially (Wemerfelt, competitiveness within a firm as resources or 1984; new product development, examining technologically linkages) and competencies firm's a projects strategy linkages). development. have (1993) focusing special resources other line its Wheelwright and and 1988, al., importance of the the between respect all market, strategic Utterback this aspects among firm's et and platform Strategy With multi-project (evolutionary to firm's a primary linkages effective firm's of 1990). 1993). marketplace. the in Utterback, product evolution patterns products, relationship the new products of and strategic The concepts of managing the product generation technology. product family are related empirically Meyer the by suggesting a framework known as issue to it and of portfolio a Hayes, in They emphasized families. evolution the sequence a distinctive a strategic this Meyer industry. management of product yet with product generation map, and by applying vacuum of 1989; Sasser, seen also They have discussed 1992). and product are evolution the emphasizing started example, have discussed the importance of the effective for core a have researchers managing and for 1988, al., some however, years, the issue Different ways different impacts on a of organizations. their between between these for understand the to 1993). linkages linkages of way the past linkages the and different present technically firm's and effectiveness One of and incremental innovation radical focuses Kleinschmidt and Cooper, studies have change (Ettlie, et also is product discussed strategy between distinction the 1986; has focused on the that literature the is Dewar and Dutton, 1984; al., body of a on literature Many There 1991). existing the in newness. technological of extent primary the effects of the relatedness or the newness of a project's technical requirements compared to a firm's existing Abemathy and useful competencies regarding insights changes can help sustain from technologies the unfamiliar to the firm (Meyer and Roberts, This to products existing and characterize This with market competitiveness product to of an others development. have from segment clearly to These be also on capture a two same product another While, product the in for line a that line case, first an for to entire lines. underestimated within some with related or managers strategy technologies products new is firm. the or modifications or replacement, a targets firms enhance the second case, they transfer technologies of one applications different on in different new market segment and achieve economies of scope implications different to the in technologies been often have that product existing product. product, product firm's a existing utilize original provide and and across multiple product transferred original the of redesign of the a often researchers for insufficient two other perspectives to 1965). based on products than (Hollander, products existing to incremental with whether a product's technology effectiveness based in related market market existing and thus first 1986). generations are that can they cases the ways enhancements can be used other but on focuses technologies First, useful is different to -- multiple over study respect -- distinction understand to portfolio project simple of type an in technologies in related While strategy. enable firms to be standing chance to grow better a development product may sometimes derived firm's a new products based on with firm new market, products a Furthermore, a technologies 1957; Jones, This distinction has provided some 1986). of effectiveness the new products with completely monopolize Meyer and Roberts, 1985; Clark, and (Johnson marketing and technology in of the competition market "incremental same corporate the at change" in scheme level. It is necessary to analyze the impact of the incremental changes by separating effects of the pure product enhancement verses the Second, factor that is that the affects a of timing firm's to exploiting is a technology that is originally should be another critical Depending on whether the original technology and designs impact on the competitiveness of new products that technologies existing already obsolete or technologies existing strategies. competitiveness. modified and exploited modifications scope in competitive still within the the market. usually new, the same degree of relatively should firm It becomes is a less have a different reasonable assumption competitive as time passes. (Teece, strategy have there 1983; multiple sharing been has projects scope the when timing the 1989), on focusing studies Clark, among occurred actually numerous been Goldhar and Jelinek, 1980; technologies or activities while particular, In all but GM has ignored. GM and Chrysler been trying to share the same platform (the basic framework of the automobile design) not among development in platforms with market and Although Chrysler at leveraged by the end of the profits, there that design worked 1980's scope economies limits to are new each with Chrysler did technology the in new products based on the from there on project frequently, up introduction changes, proposes study sources a for of using on 210 may need the multiple of base to firm increase the in the 1980's. and sales its K-car platform had enhanced example suggests the usefulness example suggests Chrysler the competitiveness, potentially processes, a than frequently differences these require different particularly for tries to in of types inter-project new a utilize new technology can be leveraged among be should there transfer ongoing coordination organizational different occurs project. Japanese sometimes coordinate firms structures between multiple and processes concurrent introduce that ongoing between projects many or different projects to speed products. three design, multi-project different be technology current on way, this in example, focuses typology between a While project. whether to of relationship data may and structures most quickly depending This GM K-car, the line, new technology more market timing transfer ongoing products their and Thus, past a introduce on implications the to an products car 126). Firms do not need to introduce totally new technology should they organizational from projects. place While the sales. PP, 1993: 1, was competitive There could be a case, for example, where a new project coordination. multiple and well new product development, in number of the new products throughout several for the strategy. but This product 1980. in November new compact helped in reduce to 1980s. sourcing corporate-wide technology this product, addition In the than before (Newsweek, lines become old and declined markedly of exploiting trying economies of possible all same platform technologies and designs with some the the strategy this first now is It new platform technology and design a advantage of taking Chrysler developed and introduced a hand, other the leverage to been not manufacturing). among more product modifications On (or and builds it and has products different scope in importance of these different perspectives. the illustrate types of dimensions and the of multi-project timing strategies strategies new products introduced by of and design discusses strategy: transfers. hypotheses and market growth 17 the extent The paper regarding performance. worldwide auto manufacturers of first the Second, between 1980 and 1991, more often utilized have Firms development. Figure discussing A Typology Framework: 3 various order In of changes, extent typology covers mutually of the development projects in the analysis new car in we study, this suspension and firewall a automobile because the platform components, vehicle's engine/transmission "core" widely The size. into on inter-project linkages. four types, depending on This projects, are and these four types A shared functionality by people of and rocker Platform design, design strategy vehicle the for a in the affects the defines It the basic structure, this perspective, from the of the considered the of rest and type drive-train is of architecture characteristics body be to specific platform sophistication one of the key areas in of the well as design also determines whole product. to In the general addition, level platform the is industry. of design technology is which most automobile manufacturers compete as they introduce new and higher levels of performance. resources are required by researchers studying the as industry, to platform primarily consists of floor panels, a panels. significantly including the This notion of the platform as the core sub-system of the automobile sub-system. selection designs strategies. However, the same framework can be applied development projects. system, on focus major components of most system products. the new product in base design, and the timing of design transfer. new product development of used strategies exclusive. For platform types all strategy. complicated patterns of different multi-project product sources transfer" Strategy proposes a multi-project strategy typology which focuses 1 design and limitations of the study. multi-project for "rapid a call Multi-Project for analyze to what we implications alternatives typology categorizes new This the one type of strategy: we conclude by Finally, (measured by market share growth) paper argues that high performers this Not surprisingly, more financial and engineering develop a new platform design than any other components with the possible exception of a totally new engine. Figure Typology of the Project Strategy on 1 Inter-Project Linkages New Product Introduction -Time New Design Type 1: Daagn Aga (Yr.hO Type 2: Rapid ^ Desigji Transfer -> •* On-going Other Project ^— -< Type 3: Sequential Design Transfer Past Project (Other Product Line) New Project Type 4: Design Modification Deagn Ag« Note: the Design age when time the is the age of the core design used new product The extent of change required (e.g., platform design) New product projects preexisting base design distinction between difference between Ettlie, et al., is develop that source product, or the as rapid Thus, the design and "radical" down transfer timing: new project's direct transfer, sequential has determines project four platforms their the the as project, whether other three and into three either an types 1991). types, measured multi-project at its ongoing (Dewar In other types, and three variations of the enhanced design strategy. our and The strategy. similar to Dutton, framework, a the 1986; however, project, an existing other These three types are labeled here transfer, and design strategy conceptually is project. without scratch design design core depending on the location of the base predecessor product. design new type, innovations Cooper, from primarily first "incremental" Kleinschmidt and typology new a categorized are incremental changes are broken design in by a new introduced. newly developed or transferred and modified from another new design and 1984; is (Yr) modification, including the respectively. new design strategy new In the first type, with interaction other design, is the firm. within projects low relatively there Members on creating a new technology and design. concentrate should requirements be among highest the new design of the While the because four the relatedness technological may project engineering task project's design the or to new and few is components are shared with other projects or carried over from a predecessor product, both is most appropriate for incorporating the many without placing projects and share a core design from other projects transfer In the second type, rapid within the firm. and design into a new product technology latest on the development team. restrictions The next two types of This type of project and design constraints are low. other projects with coordination costs design new transfer, a project begins to transfer a core design from a base project before the base project has completed two years of platform completion, as discussed further about within (generally, ~ These two projects - the new project and the base project section). chronologically; while project because: coordination costly potentially design the some (1) downstream project needs the (2) design engineering its is under still of incorporate to development a relatively or require extensive and overlap phases development the next the in from design and new; base the mutual (3) adjustments in design between the two projects are possible and likely. The third type, new model after the coordination this design addition, may concurrent not be high in on design-task sharing differences Thompson's distinction latter also between requires in sequential design no longer are compared effective, rapid design possible, to rapid design and sequential design technology" "long-linked and adjustments transfer and higher "intensive coordination compared to transfer. In forcing mutual new the This type of transfer, This is in because transfers mutual adjustments are not possible. rapid mutual as old relatively already is design core the uses a inter-project the base core design from an older product. and between project developed, design core the or efficient hypothetical the be may constraints transferred being new a to project of type this ongoing "off-the-shelf," When is Because finished. is is model accommodate elements of project to transfer while a base between projects adjustments being design the that nor needed. possible however, transferred design existing neither is manner, designs an reuses basically development model's base model transfer, transfers a design from a base design sequential because discussion partially based technology," costs of on where (Thompson, 1967). The last type, design modification, refers to a new product project that develops a core design directly based on that of a predecessor product. need design any of inter-project the coordination predecessor product either, (i.e., but the has current to This type of project does not consider model). constraints from the The difference between core the design modification and the sequential and definition, application. its not have to be In than less may modifications this can replacement while line, which transfers a core design sequential that is design a Design design transfer. Another difference by definition lines. base design of the from the base design does extent of modification the add a new product to source the be easier than a sequential design transfer, used be thus is of rapid design transfer or sequential that between different product transfer design transfer modification design only is for projects. One of the useful each strategy type, which is that age of the core design the is typology of this features it (i.e., determines platform) design the new a age of project uses. For example, the design age of a new product that uses a core design that was originally introduced to the market 10 years ago by the firm age the product new product and of the leveraged by use For example, design base product, other In how age product design design cycle life within the in time between the original design on which any analysis of the timing to transfer, age is transfer or measurement a of same product its is predecessor the reflects line. is utilizing the time transfer a design the transfer strategy strategy is modification basic between new product a The transfer. The model'. design differentiates to strategy the since the to transfer strategy either strategy, passed has that from a base project transferred The design age of new design using the design sequential new design that is firm. new product a design sequential central is design 1, measures how quickly a new platform design it of new product using of a modification scratch 4 design quickly the original design the or age of the Figure in which was developed as an original new design, was introduced words, rapid either design the transfer the design age multiple projects in introduction first because strategy transfer its the The concept of based. is inter-project rapid As shown 10 years. determined for each multi-project strategy type by the difference is introduction of is market. strategies, by determined is a new is the The project. same as the concept of the design age for the two generations of products for develops a core design from that zero. Hypothesis: Impact on Market Performance There the two are multi-project new age of rate is strategy: as number of product If a new product the output dimensions introduction rate products a firm actually introduces to the market. defined new product modifications), company-level critical the a offerings is design of ratio itself age a in a is the number of new base year. product that and are the closely average related core to design The new product introduction introductions The average core design age adjusted is the by the average of design modification of a second, earlier modification (or a string of found by going back to the most recent original design. 10 new platform design ages of these hypothesized firms that rate) with newer designs gain more would (lower average core design age) market share. in new product affect both the A number of believed provided or possible it A firm more segments or by enabling each product may be important particularly conditions seem should strategies focus to introduction rate improved ones more quickly, with desired if (Miller, 1988; may enable of market Broader product lines covering by introductions wider a more effectively on range market niches specific 1988). impact of the new product introduction rate on market performance the addition, In effectively Bower and Hout, 1986; 1986; Kotler, (Bagozzi, new product higher Kekre and Srinivasan, 1990). consumer needs meet to product frequent more quickly than competitors, lines 1989; products multi-project different that existing products replace to broaden their product to Fujimoto and Sheriff, a firm a for new these across that evidence have a positive influence on market share growth. makes we introduction rate and the average platform design age. have studies we addition, In research, this more new products (higher new product introduction introduce that When we began products for each firm. in such industries two where automobiles as general hold^: to 1) technology improves steadily in small increments, instead of through radical improvements only once a while, and marginal superiority is the basis for product and competition in the marketplace; 2) customer expectations introduction, on more financial may reflect in want save introduction to and design on rate, generally requires Thus, may it introduction ^ rate quality their to be and introduction resources. Otherwise, existing lead a to reasonable extensively poorly investments decrease and the still project for a that firm maintain new design suffer If new from firms product each project and carry over in more new components (Clark pursues and a Fujimoto, high set 1991). new product strategy. Fujimoto (1989) also discussed the world car market using a similar 1 1 introductions 1992). high a develops that that (Crawford, resources need to invest new-product products in market the and engineering choice utilize in frequent result usually firms rate, new components A designs. time and efforts perform resource may have of new product development more not the engineering they portions substantial increase incomplete problems to addition in fragmented and change at a rapid pace, predicated by and social values; freshness in styling and model to performance functionality, has a significant influence sales. order In are trends fashion current of assumptions. over projects words, other In time make to development, product standardized One of competitiveness. purposes the engineering assemble factories (Cusumano, and financial their how to components repeatedly existing However, 1991). firms may introductions impose constraints on introducing new designs for other components. or improve new technologies and designs among of transfer newness overall the offerings. Therefore, may depend introduced the One them introduce new component into a may individual product lines their limited across designs are of new explored has either technology actually multiple product on transfer firm's market a new products separately. Firms usually and financial engineering Although been in by quickly or related is the recent extensively conceptually leverage level is product line, but single a into corporate cannot do They can best them transferring and instead speed to the years studied, empirically a transferring speed to use "speed in quickly existing and these technologies and the designs core market of a single new that technology has at rate across product rarely been Speed leverage". new product development of their technologies new the benchmark critical is speed the in to new utilize while of all consistently this resources. Firms not market segments as quickly as different by developing new and unique designs for this projects designs the at The measurement of average core design age captures both fresh. projects. development may projects firm's rapid the contrast, average core design age of targeting lines design development and core multiple achieve multiple still design of the from present and past projects. technologies designs impact technologies and of product set Firms of of a primary goals of new product developments possible. because The reuse of an By multiple sophistication some extent on to meet to is marketplace and then used as the basis for design transfers. of the only to introduce technological negative the competitiveness into and components Reuse of an old core design as a base may also with this objective. conflict from impact on market customer tastes and needs with new technologies and designs. in old design reuse use old new in products a negative new product of frequent multiple in resources different if may have such repeated use of the same old designs too often, changes similar use to most of the modules. or parts may want firms of corporate the level. Automobile products for for implied some of new performing that, may order in successful the components manufacturers successful in market on older designs than without relying example, designs, firms (Clark, also manufacturers Japanese 1989). have in to avoid to their a Our tradeoff study 12 this develop One of between more Clark's new findings, new designs and reused depended more on outside suppliers explores strategies mitigate should competitors. manufacturers multi-project order growth share that tradeoff. the differ We idea from can that successful of low summarize our those from arguments the above in strategy types, average multi-project different two hypotheses regarding the relationship among discussion design core and market share growth performance, as exhibited rate, new product age, Figure in introduction 2. Hypotheses on Inter-project Types Figure 2 New "Rapid Design "New Design' (Design age: Low) Transfer" Market Share Growth Average Core-Design Age "Sequential "Design Old Design Modification" (Design age: High) Transfer" High Low New Product firms First, higher that new product more new products than develop introduction Introduction Rate Second, average core design age) should increase market share. new product a firm projects, allows a strategies the quick An new. introduction However, it results the rapid design in of a be among of older by types strategy that new a technologies the use average core design age but may have a negative the case, (i.e., have a low order both to increase the in core while transfer in age design product the or design of designs using still is new the This among relatively transfer design sequential developing more sharing into a a new products multiple projects. transfer design sequential product than those than products using transfer. extensive this average projects design rapid the recognized incorporation multiple hand, In low with a greater advantage firms multi-project should design On transfer usage extensive two maintain have (i.e., should extensively choose to follow the rapid design transfer strategy. may provide other and rate designs older reintroducing without rate) competitors their other firms may tend to focus of their new design impact on the financial 13 strategy may new product result in a low introduction rate. and engineering resources on a limited number of new products, without reusing multiple across This projects. product portfolio. its in terms an strategy, individual project strategy this introduction or rate However, in would be the line the to help a firm multiple the product design improve or expand advantageous either Under When lines. modification this only an seems strategy we hypothesized strategy, predicting a for least at not is market the slowly over multiple generations of relatively effective preserving in framework of the multi-project least same components the average core design age. the considered, is effective little among leveraged not is product a for be effective. that it sharing or on design modification may be enhanced design existing same product, and the to new product of the be but do line, focusing Finally, may strategy competitiveness of an individual product designs existing growth firm's rate in sales. The model analyses of the Figure 3 Figure in relationships Analytical 3 summarizes among four these - New which we use in regression constructs. Model New Multi-project Strategy hypotheses, these Type Product Introduction Rate Corporate-level Market Performance (Market Share Design - Rapid Design Transfer - Sequential Design Transfer - Design Modification Growth Average Core Design Age In Revenue) *1: This relationship is mostly determined by the definition of the multi-project strategy type and the core design age as shown in Figure 1. Therefore, these two variables are not analyzed in the same regression models. Sample 5 Characteristics The sample world, Ford, including Chrysler), Europe, products and the to this study covers the Automohil Fiat international according Revue, VW VAG: in the largest and nine European producers (VAG, to our Group, market, Volvo)^. definition of and Fiat an annually published passenger car manufacturers the Mercedes-Benz, U.S., distinctive in Swiss the BMW, in Europe, and Opel, 210 new car total, Japan, between new products (explained industry industry Ford of later 14 1980 in this were primarily collected from journal that covers introduction PSA: Peugeot and Citroen; Fiat Group: Fiat and Lancia. Alfa Romeo Group because it became a part of the Fiat Group in November 1986. Audi; the in Mazda, Mitsubishi), three U.S.. (GM, These firms introduced, including Data on new product development section). 17 Japanese (Toyota, Nissan, Honda, PSA, Renault, 1991, included five in Measurements and is not and design features dates new all firms these in with Interviews worldwide''. products car 30 project managers and engineers 130 approximately for detail in worldwide were also conducted to develop our analytical framework. Data were divided and 1988, Among introduced no 65 combinations, The new product company-level introduction by the periods three-year firms when one firm products during offerings develops Japan, and include exceptions We exterior * We NAVl. of styling, also as referred and Car in These resulted and period, all primary markets a total of in For example, this ratio base year. has firm case, either originally that new product the is has same the develops offerings product six other the in each manufacturer during each for three four introduction for new product rate is world, including North America, Europe, and the major new car products introduced into any of these markets with the all a in firms three number of new product introductions divided of the the because 68 New Product was calculated originally two new products; and off-line" "special defined that certain a Our data cover 0.5. used makes periods time 1986- 1983-1985, strategies^. rate ratio by the number of product offerings two four not are three Product Introduction Rate and Definition of a of the and products during one of the four time periods. describing points data New new 68 the firms 17 1980-1982, periods: time three-year The combination of 1989-1991. combinations. four into new product opposed to a to as "externally-developed" a product car newly introduced with mostly new with a minor automobile magazines including Motor Stvlin? . as well as a weekly cars*. industry face-lift or a variation interior that and consists — Trend Car and Driver. Q^r Graphic, for detailed Automobile l^(ws, . journal. on projects. such as chose the scheme of four three-year periods because we believe that a longer interval to firms allow would period six-year two six-year periods may create a causality problem since a choose a product strategy directly reflecting their market performance within the same period. A aggregate longer period scheme may also weaken the impact of distinctive strategies, because information ^ We performance data are used dynamic multi-project this in study. and is not not introduce strategy shorter period such as two years is too short to capture a For conceptually appropriate for this research framework. any new products or introduced only one product even conducted a sensitivity test using two additional division A example, many firms did during the 3-year periods. Therefore, we schemes, including three 4-year periods and two 6-year periods. We also conducted sensitivity tests Results from chese sensitivity tests using data points without any one of the four 3-year periods. will discuss later. we which scheme, division this with similar results to provided us ^ as the Toyota Sera, the Dodge such products off-line" "special we count do not In this research, Zl, whose production volume is approximately Viper, the Honda NSX, the Nissan PAO, or the 0.5% or less of a firm's total car production volume, because these products are not often developed with the same level of production preparation or development standards as other mass-production rather than models. In addition, these models often target symbolic effects such as a firm's image BMW New products whose platforms are primarily developed externally are also excluded. income. For example, the 1989 Mazda Carol and the 1987 Ford Probe were excluded from this study because was the platform of the 1989 Mazda Carol was developed by Suzuki and that of the 1987 Ford Probe developed by Mazda. sales 15 of minor cosmetic modifications^. body and styling types Additional models are not counted as new products existing for car Product variations designed within a single either. project led by a single project manager, such as the Taurus and the Sable at Ford, or product developed variations within multi-brand a (Pontiac Grand Prix, Oldsmobile Supreme, new only one This analysis minor of developed together example, this one Most new products, and journals two separate number car than body types projects new such as and Taurus mentioned of the variations for were variations critical is projects the styling or to this the fact in study. For of their nature the and inter-project management the more new or of magazines car rather multiple as or project total level, whether Therefore, the affects industry such variations within interrelationships. platform the at channels. sales in project Buick Regal and Chevrolet Lumina) are counted as on the management of multi-project strategy and focuses interactions development discussed GMIO Motors General the like product*. organizational different project openly are Sable, earlier. Average Platform (Core) Design Age The platform design age designs without this a as projects measured is product and when an of average 1980 and new product all products by the difference a first firm Figure in in time between developed. introduced that develop new platform Again 1. we characterize The platform design age scheme. on platforms from based base product was new products typology our projects other the projects or introduction direct their of for the new The average platform design age during each three year period is between 1991. Multi-project Strategy order In developed changes the under strategy develop new predecessors for any preceding base design as defined new design that zero is or Major determine to transferred platform in Types from design components whether a the platform of preceding product, we assigned a certain new points project to the was newly extent between the new product and preceding products similar to of the include doors, fenders, pillars, a roof, bumpers, a A new door, a front grill, and exterior moldings. exterior styling means that all of these components are new. The same method is also applied to the change in interior stylings. In the automobile industry, particularly in Japan and Europe, it is usually clear whether a new product is actually a "new product" or "face-lift product." For example, in Japan, industry people (and customers) clearly distinguish these two by referring to these as a "major-change" project and "minor-change" project, respectively. windshield, Some a hood, a for trunk exterior lid, a styling hatchback examples are the Camaro and the Firebird variations developed under GM's 1981 Fwhich are counted as one new product. At Toyota, variations developed by a single project, the 1989 Celica project, include the Celica, the Carina ED, and the Corona Exiv, and are counted as one new product. car other project, 16 new based product, of New product new identify projects newly that front-wheel-drive, and others compact wishbone double suspension systems during platform designs Among product on based product Appendix (see 1 develop or platform new design Some new systems. design To from an design of several reasons. 2.0 projects or new major incorporate such major changes, completely new of descriptions for platform, the which those develop model are categorized predecessor and the earlier, new a design as other for between distinction which lag, of the introduction the new the new product our and from the strategies new product development survey data, project platform managers design much key transfer same the is rapid the as with of (See time lag that This is two-year Nobeoka, completed differentiates point cutoff between multiple projects also a platform According within is used that inter-project 1993). design platform project different to between a usually in for this longer than is conceptually research this did coordination or whether overlap is respect projects transfer factor We design. former the from a base transfer the the if overlap project. part base that because a base another survey not project, design questionnaire of is definition, sequential project results usually when design transfers rapid the there In from transfer by a begins. latter between As defined Our interviews with engineers revealed product project separate multi-link as 1 by the transfer time as of years approximately two years, then in to Appendix existing transfers. determined is new occurred within supported was easy it age. categorized design preceding were changed from rear-wheel-drive products (See period.) this derived sequential the cases, new suspension technologies such introduced platform the project before many In strategy. any without designs and are based on the platform designs are categorized as either rapid design design We platform required. and sequential transfers exists the as platform design that in design suspension the well as Those which shared platform designs with any preceding projects lines transfers are projects modifications. rapid track because firms often adopted new technologies for platform designs designs during this period (1980-1991). base and structure, base design are categorized as following a to and wheelbase the in point scheme). the for under-body panels, floor changes These measurements cover the extent of changes suspedsion design. consist on primarily our to years 2.0 is always associated with interactions between a base project and a new project. Those projects whose some transfer lag is between 2.0 years and 3.0 show mixed years have interactions with a base project and some do not. All projects results; that are projects delayed from a base project by 3.0 years or longer do not have any interactions with the base project. figure 2.0 years is also reasonable because it 17 is close to the midway point (2.25 years) The for average the time lead Fujimoto (1991: 73). using development car we Nevertheless, also (4.52 tested the years) sensitivity by calculated as and Clark of the 2.0-year division by and 2.5 years as cutoff points, and discuss these years 1.5 new for results later. Usage of Different Multi-project Strategies (%) We measured of each percentage usage of multi-project strategy firm during a three-year period. example when both design rapid the is it analyzed variables type example, For, in of different conjunction of out all firm a if period this multi-project with the considered generally are during strategy transfer usage implies, multi-project new determining by strategies products car by a introduced new introduces ten the products during and three new products are categorized as rapid design transfers, usage a three-year period of different calculated is strategies new product is as our analyses, In rate. this meaningful particularly introduction As 0.30. together. Market Share Change Market share was calculated using estimates of revenues for each product America, Japan, production for from a single and each Europe. product by source. Motor Manufacturers Association), those in in the the U.S. U.S. This to an average Vehicle prices the end of the This minimizes total price. Statistics 1991 in prices^. were estimated by with respect to size and equipment level. company's share of sales maintain consistency. market, adjusted to market, was calculated by multiplying the revenue industry their We Major collected The average sales total unit production data (Japan Countries prices Automobile we used were For products not available for purchase equivalent products Market share change revenues the North in is in the the percentage from the beginning of one U.S. market change three-year in period a to same period. methodology is similar to using purchasing power parity rather than the impact of changing exchange rates on the market-share data. important for the Japanese time periods studied. firms, since the ratio 18 of the yen has increased exchange rates, and This is particularly dramatically during the Table New 1 Summary of Performance and Strategy Variables Product Introduction Rate - # # of new products during a 3-year period, divided by of product offerings in the beginning of the first year of the period. A new product includes all model variations developed within a single project. A new product has new interior and exterior Additional variation projects such as new stylings. - body counted not are stylings or types new as products. - "Special products off-line" as new all new The coimted not are products. Average Platform Design Age (years) - An average products design platform of during introduced platform design age a defined is ages time passed since a was originally as each new product developed and introduced (see Figure uses platform Usage of Multi-project (in Multi-project New strategies - # of new products using each 1). strategy multi-project during a 3-year period, divided by the total number of new products introduced during the 3-year period. percentage) strategy New Design Rapid Design Transfer products that develop a New Sequential Design Transfer platform. occurs that use a platform a project for a Transfer product line originally developed. within 2 years of the introduction of the product that New occurs least base product. New products earlier use that product at develops originally products separate Modification new products separate Design for period. 3-year years 2 use that generation) a platform originally line of after a the platform. the a project the platform a a of the predecessor (an introduction same product for Transfer developed. line originally developed. Market Share Change (percentage) Percentage change in the beginning of each the period. 19 (revenue in $) from three-year period to the end of market share ^^^^^^^^^ Examples of Different Multi-project The various (1) how illustrate according manufacturers four the to Toyota 1987, Honda and The typology scheme respectively. categorized multi-project introduced from products different strategies. in of variations hatchback), Levin the Corolla the (3-door include Among hatchback), and the Trueno (3-door coupe). exterior stylings, some of the Corolla series distinctive from different new a as product product because platform design, completely components. styling completely two and product. Automobil sedan), previous Despite these counts earlier the Other stylings. within Corolla variations, Cielo (5-door Revue (1989) describes stylings interior variations of a one as With respect project. this definition the to new Corolla chassis design of the the share variations the product Corolla the new Corolla the (3-door scheme counts our series, extensive all FX the sedan), them, there are four completely separate interior the of were developed all (4-door Because these exterior body stylings and any discussed separate Civic, 1987 Corolla as a project the (4-door Sprinter the new the 1987 Civic as a new design strategy. Corolla the and Corolla study categorizes this coupe), new the followed the design modification strategy and the Product are we Design Modification In that examples following strategies as follows: "Integral body, from and rear independent suspension with McPherson struts, front lower A-arm, rear parallel control arm and trailing arm, front antiroll bars, some models also rear antiroll bars. "(p. 554) The suspension Revue Automobil system (1987), and Styling (1987, volume 59, p. the in previous identical is Corolla, this to 1983 the Corolla, new 1987 description for the 59) also explains that "as the before, described is suspension by L-shape lower arms and McPherson strut at the front, with parallel arm struts at the rear. rigidity at Therefore, the front the categorized as criteria change been has increased suspension in "suspension system categorization wheelbase and scheme track in the respectively). Because front track the the of for moving explained both the new Corolla and wheelbase/track, it is in 1983 products the that is old its in Corolla obvious panels, we referred (2430 mm and the is using the Corolla. the " according to the new shared that model the and same Lateral forward... previous floor Appendix, the the of mm 40 modified" change Corolla are relatively 20 the to pivot front same, but the design as both the new Corolla from With respect 1. study dimensions wheelbase and system and the same this of the is described in the Appendix by Car Corolla. is in to 1430 the The mm, same suspension new Corolla used the of the platform categorized as new of the we had above, discussed as Therefore, 1983 Corolla. the the 1987 Corolla was 4.0 years New in the platform the wide has also project because is Using the was actually newly developed able to determine that the platform design age of we were 1987 when CR-X it was introduced. all variations (3-door coupe), which variations, and three different wheelbases. All include of these CR-X, had been developed An categorization and notes same project as article the to CR-X, and the the body different counted as one product are variations one of the variations, such as If categorized (Volume 61, 11/1987, Styling (3-door were Shuttle 78) p. it as a rapid confirmed our developed within all manager Hiroh Watanabe. led by project With respect Civic, the that Car Civic the completely three we would have a separate project, in including and the Shuttle (5-door hatchback). of them were developed by a single project team. design transfer project. the project Design hatchback and 4-door sedan), the stylings was originally developed. platform the that The new 1987 Civic project developed product This new Corolla the order to determine the platform design age In we found May Therefore, base. when to find out for (2) a as least at design-modification project. a Corolla, same method Corolla old and the systems suspension chassis of the previous Revue (1984 and 1989) explains 1983 Civic, and the 1987 Civic, Automobil Civic, the as follows: body; front independent suspension with McPherson struts, rear front lower A-arm and torsion bar spring, some models with antiroll bars; models trailing arm, torsion beam axle and Panhard rod with strut, semi-rigid, some "1983 with Integral Civic: antiroll (1984, p. 300) bars." "1987 Civic: Integral body; all-round independent suspension with coil springs and adjustable shock absorbers, front upper A-arm, lower control arm and coaxial rear trailing arms, swinging arm, with upper and lower control arms. tension struts; Some models with front and/or rear antiroll bars." (1989, p. 313) air The suspension system types, and that in in old Civic the is variation of semi-independent torsion new system compared Honda. had a to either new the the a Civic of variation bar types is in McPherson the rear. double-wishbone of four-wheel a variation strut types the in front and a The new Civic has a completely 1983 Civic or any other existing designs at that time in This platform was also technically innovative because no other products of this size double-wishbone sedan and the The difference old in type Civic 4-door both the the floor panels for the suspension. new sedan are The wheelbase/track 2450/1400 mm for the and 2500/1450 new Civic 4-door mm, respectively. wheelbase and track of the new and the old Civic indicates that Civic are also new. 21 Therefore, the new Civic is categorized as a new product under new design the strategy. platform Its age design as defined Thirteen months zero, is earlier. (3) Rapid Design Transfer May In the earlier, 1987 Civic, line, was developed double-wishbone four-wheel the new product a above, discussed as of variation a utilizing Honda introduced 1988 the Concerto. as a completely new platform, The Concerto suspension. project and the Civic project were organizationally separate and were managed by different project The Concerto managers. door hatchback). sedan's to one the wheelbase Concerto's front and Exterior from any variations of the identical track mm mm, 50 identical is However, the to the ( Concerto completely are 5- sedan and (4-door different suspension system of the Concerto the described above Civic 2550 is of stylings interior 1987 Civic. the in developed two different body types project Revue Automobil longer than Civic sedan. that of The Concerto 1990). Civic the sedan, while the that the we concluded Therefore, is Concerto project shared the same platform as the Civic and stretched the wheelbase by 50 mm, which may have required a modification Concerto was introduced only project as following 300ZX novel rapid the months design the after transfer with new completely a Revue (1989) describes Because the one of the Civic's floor panels. we Civic project, categorized the Concerto strategy. as a replacement for an existing sports car, the platform Automobil 13 to four-wheel The 300ZX employed 280ZX. multi-link which system, suspension a as follows: round multiple arm independent suspension with coil springs damper, front lower control arm with tension strut, top semitrailing arm, articulating arm, rear lower A-arm, axial strut, lower single control arm and diagonal struts, antiroll bar front and rear"(p. 437). "Integral body; and co-axial The 300ZX all telescopic project is an example of a Nissan introduced the new Skyline The Skyline and 2-door coupe. in new product following the March 1989, which included both 300ZX were developed by two the new design strategy. separate projects: Skyline was developed by a project led by project manager Shinichiro Sakurai July 1989, vol. 71, Katsuo Yamada employed transferred the the the p. ( exact Skyline project . October 1989, p. same chassis specifications platform ( Car the Styling . and the 300ZX was developed by a project led by project manager 38), N A VI sedan and a a 4-door 17). as Though that of the separate 300ZX. projects, as a rapid 22 design transfer. Skyline The Skyline project from the 300ZX with the time lag of only three months. was categorized the Therefore, By comparison, Corvette, sports a February in with car, GM 1983, body frame with and rear fiber glass This design sequential (4) words, other In Corvette. there Toyota introduced the new Tercel the 81, the a single project led by arm, The 1990 while Starlet, when followed Other completely described is In the the (3-door), There are many variations, but market the to 1991.3, Styling. and A-arm, struts August in Automobil Revue (1986) in same are the used the suspension Tercel's compound rear same between design platform Tercel sequential transfer these that mm 80 is two all vol. The 1984. as follows: axle (trailing new platform chassis of this platform is 1980, for the the 1984 we Therefore, was originally developed the Tercel Starlet longer than that of the in 1984 was already 71 months or 5.92 is categorized as a product strategy. examples of sequential design transfers are found September the as products. The 1990 Tercel was introduced. design specifications wheelbase The platform design age of new typical the The 1990 tracks Starlet project. Chrysler. II 534). has 1991). concluded that the Tercel that introduced McPherson (p. Tercel Revue Automobil years old team developed the torsion tube) with coil springs, co-axial dampers and Panhard Rod, some models front antiroll bar" for the was 1984 Starlet body; front "Integral 1984 project manager Takashi Ishidera (Car project which project, Starlet suspension system of the ( The September 1990. in This project seems to have utilized a platform that was originally developed for 74). 1984 Corvette. generation latest Paseo (2-door coupe), and the Cynos (2-door coupe). p. since the introduction of the and 4-door), the Corsa (3-door and 4-door), the Corolla 3-door, (2-door, came out this Design Transfer Sequential Tercel However, has been neither a rapid design transfer nor a based on the project transfer GM, at GM at 134). (p.. 300ZX. design, similar to the Nissan any other projects in (1984): bar and telescopic damper" anti-roll new again an example of a is novel platform has never been seen new trailing leaf spring, four-wheel rear axle support, all round independent front arm, control arm and steering tie rod; and front suspension, front upper A-arm, Chevrolet the for Revue Automobil described in is replacement a platform employing an innovative completely new a double-wishbone suspension system, which "Integral introduced Chrysler front-drive K-car project developed Dodge Aries and described in Automobil 23 Revue (1982) the as: in new products and introduced Plymouth Reliant. at a The Front McPherson strut and A-arm; rear rigid axle with trailing arm "Integral body. and Panhard 274). Chrysler other several used Dodge the which projects, 400), include 1984 the old relatively its G-car project E-car (the bar"(p. antiroll system as a base suspension 1983 the damper and telescopic sprints, coil with platform this distinctive Yorker and and rear rod, front project and Laser Chrysler New Chrysler (the for Dodge the Daytona), the 1985 H-car project (the Dodge Lancer and the Chrysler LeBaron GTS), the 1987 P car (the (the project Dodge Shadow and Dodge Dynasty and For example, March Revue . 2465mm original the as New Yorker). the K-cars, same the and specifications the 462). than the K-cars, we concluded at the platform that Plymouth Reliant date was already 5.5 Automobil the shorter at Sundance is Dodge Shadow and the years ( in track, front 75mm is Shadow and of the The platform design age of introduction the same the Because the wheelbase of the Shadow/Sundance 1987, p. Plymouth Sundance chassis Dodge Aries and a shortened version of the K-car platform. the 1988 C-car project Dodge Shadow and Plymouth Sundance, which were introduced the employed exactly 1986, 1460mm, the Chrysler Plymouth Sundance), and the the (the time difference between September 1980 and March 1986). In we section, this explained primarily using journals, such as Automotive new product the 6 new product nimiber percentage we new of has modified and Results at three-year Revue Automobil News and for categorizing However, most of . the product 17 products industry other popular press car magazines, also discuss whether a is, and how it. Discussion explain of each development in procedure based on an existing old platform or not, what the base platform is Before four specifications standard our our analysis of the introductions multi-project firms: periods three between strategy U.S., data. thick (the 1980 and line 4 refers shows the trend of the to The graph shows type. nine Figure European, 1991. 24 and five the the scale) left trend Japanese of and total the new product combined, during Trend: Usage of Different Multi-project strategy Types Figure 4 Worldwide (US, European, and Japanese Manufacturers) New -,. 60 -. -p Number Total 50 - 40 -- 30 - 20 10 Usage 100% Strategy Product Introductions 70 New of Product Introductions New - 90% . . 80% - 70% . . 60% Design (%) 50% - - 40% - 30% - - 20% Sequential Design Transfer (%) - Rapid Design Transfer (%) - "^ Design Modific 10% 0% - - 80-'82 1989-91. middle of the 1989-91. Use of the from 6% 1980s, This 83-'85 implies trend design rapid that development has been accelerating during individual for to to also increased approximately 20% in automobile the in strategy transfer 1983-85 in 89-"91 86-'88 period. this industry, In other have become even more important competitive factors than been are transferring most evident new platform period. This trend also opposed to core single project sub-system, more quickly designs implies that the overlap with to new product seem previous years. in other at least one Firms have product lines throughout management of overlap among multiple transfer its cannot least at other be transfer, some to project done solely about 20%, the projects Because the platform as is a platform within a means that almost because each rapid transfer extent, from in words, both short lead times management has become more important. of projects needed to be coordinated involves 18% and speed with which designs are leveraged. the The percentage of rapid design engineering group. 40% in management of the of the in and the corporate-wide frequency of new product introductions projects Changes 1986-88 speed the sharply which the design platform is transferred. Figures in the sales 65 period. 5 revenue, data and the points, Analysis of 6 illustrate new product each the the relationships introduction representing data in Figure rate the product 5 indicates market share growth are positively correlated. 25 we found between market share growth and the average platform design age for strategy that of one firm new product Analysis of the data in during a rate and shows that introduction Figure 6 3-year average design platform hypothesis suggested, and age two these market plots newer platform designs across the share support entire growth that range of firms are negatively more products with introduced that new products tend As our correlated. have gained market to share. Figure Market Share Change and 5 New Product Introduction Rate Market Share Change 60% -r 40% -- 20% -- ^ I + 0% 0^" 0.4 -20% - 40% -- 60% -- 0.6 0.8 I 1 New + H 1.2 1.4 Product Introduction Rate Market Share Change and Average Platform Design Age Figure 6 Market Share Change 60% T ^ 40% 20% Average Platform Design Age (Year) 0% Vr 1 12 10 -20% " -40% - 60% -»- Descriptive data The average of changes and a correlation matrix for major variables are in market share across 26 all manufacturers is shown in Table 2. not zero (=0.05), because it is a percentage change in market share at each firm, which product introduction rate, on average, is 0.52. focuses only on replacing existing products its car product products is lines 2.10 new develops two 2.0 years Table 2 new with simplified products, the other is a The new a percentage. it replaces if a firm about half of all The average platform design age of new explanation of this number products during a three-year period, and (design age =0), and old existing A itself This number means, for example, during the three-year period. years. is is that a hypothetical among them one is a new firm design design modification based on a platform of a four-year- product (design age =4.0). In this example, the average platform design age old. Descriptive Data and Correlation Matrix (N=65) is only an words, only the usage of a rapid design transfer strategy other In it. with both a high framework variables at strongly associated introduction rate and a low average platform design age, as the analyzes further 3 including firm size, relationships these nationality of in regression and four different firms, models time beginning of each period. nationalities essential regions to adjust in firms the may have fluctuations different of for faced currency influences the for are Among particularly different during exchange firms in these control important variables, different these for each of rates throughout different the four regions. 28 different the four that periods. time periods control Firm for each firm time periods and models, economic and market conditions with periods. measured by the number of product offerings throughout world markets is the new product is Figure 2 suggests. in Table size usage of rapid design transfer has a significant positive correlation with extensive because firms For it is various in example, the may have caused ;, Table 3 Regression Results for Market Share Independent variables ($) Growth project strategy strategy has strategy enables variables^**. strong positive a firms average platform design age, both by quickly Even though an extensive usage of design using age, A product lines. does various schemes (See Nobeoka, 1993 other factors, we Third, Strategic designs across reduces strategy low multiple projects. average platform across multiple the new designs the using these between points influence of regional schemes, differences. using design rapid the and 2.5 years 1.5 analysis two and two 6-year periods. 4-year periods three cut-off alternative only processing data and data the potential tested consider that different divisions: we our of sensitivity First, analyses for tests period results to analyzes which 4 transfer There are no years. methods. alternative multi-project multi-project The design-oriented", all (%) strategies "rapid these Using strategy 65 the strategy categorize analysis". four groups. same data using the categorizes statistically cluster different into other Table depending on means for the in section clearly. order a Groups for Multi-project strategy This In two tested major differences and rate suggests. and the sequential design transfer strategy: strategy more new the results). those to 2 examine specific for sensitivity methods alternative Figure in to tests addition in we conducted Second, introduction transfer and as suggested by our definition of 2 leverage not The rapid design high percentage of design modification strategies has a negative impact on conducted firm-specific Table new design the market share growth as our hypothesis We in transferring alone strategy this new product high a indicated as scheme, categorization the on market share growth. influence achieve to models, an extensive use of the rapid design transfer these In in design firm a data, four transfer-oriented", and "design modification-oriented," respectively. new design strategy, rapid modification strategy, respectively, design 1, much more 2, Data points strategic groups 3-year period. groups the design Groups in design extensively results using extent the the of usage data Kof points and 4 can be labeled as "new 3, "sequential sequential strategy, strategic the a we categorized analysis, Groups during characterize that show to different extensively we formulated cluster in four into used variables the of firms points data method different a transfer than those 1, transfer-oriented", 2, 3, strategy, in and 4 used and design any other strategic groups. Average definition, platform strongly K-means design correlated age with is the not in usage these of regression different models inter-project because it is, partially by strategies. "begins by picking 'seed' cases, one for each cluster, which are spread cases as much as possible. Then it assigns all cases to the nearest seed. Next, it attempts to reassign all cases to the nearest seed. Then it attempts to reassign each case to a different cluster in order to reduce the within groups sum of squares. Kmeans analysis continues to reassign cases until the within-group sum of squares can no longer be reduced." (SYSTAT: Statistics. 1992, 25) See Hartigan and Wong (1979) for the underlying algorithm. apart cluster analysis from the center of all the 30 Table 4 " ^„^^^ Performance Comparison among Strategic Groups strategic Groups Group but 1, recognizing is that Firms whenever much newer these results Group in new among design age, 0.37 years, year three a This products. four the strategic Group 4 (5.54 years) years) or (3.75 3 our definitions reflect during 1, introduced they Group than that of of the On average lowest the in Group average. gained 3.4% and 9.1% in market share over the 3-year period, respectively, often Group of the firms transfer We strategic Group 4 2. designs realize groups. the that product K-means cluster order to verify this In 1 designs platform and 3 firms much lower than which mainly reused old existing designs and did not firms, multiple across new mostly developed resulted groups. categorization. strategic period, firms, lines, analysis statistical market share. lost not is the way only to formulate method, we also used a more conceptual method, a flow chart method, which identified four different groups depending on the extent of usage of each multi-project strategy (See not any major difference from Table 4 also There are some lists patterns Europe, and Japan. the for the results distribution Nobeoka 1993 suggest that Japanese projects frequently The categorized distributions found as Group tend rapid to each group by firm nationality. of points different in strategic 3 than of the strategic groups of Japanese new transfers for all each of the four 3-year periods are presented in 32 to cluster groups analyses. among the U.S., be categorized into Group In addition, a higher proportion of U.S. 2. transfer design is of data distributions in There K-means while more Japanese firms are found in Group is analysis). obtained from the Data points from the European firms tend European data points the actual for data points. technologies more rather data points Figure 7. than by each of the and These differences quickly sequential 1, and are more design 17 transfers. firms and for Figure 7 Strategic Groups Distribution Among Firms and Periods Group (New Design-Oriented) 1 Group 2 (Rapid Design Transfer-Oriented) ^ Group 3 (Sequential Design-Oriented) Group 4 (Design Modification-Orientec some of the firms and European firms have followed the rapid design transfer strategy more than other firms. In There some firms only addition, note that market characteristic patterns the recently started to follow performance among different inter-project in Figure The regression model, using dummy 5. in respect and the distributions For example, a few Japanese this strategy. nationalities or periods are controlled, strategic as variables Group 2 gained more market share than those nationality to However, major findings discussed above, particularly those relating differences firms with groups among various firms and regions. strategic to are other variables. 33 shown for in do groups, in firms the in to not it is important differences change regression in when models in each group, shows that other groups after controlling for Table 5 Regression Analyses for Market Share ($) with Strategic Groups Independent Variables related multi -project to R-squared ranges from 0.42 purpose growth. section is Sales growth, for and design performance, advertising, them, quality design models full-variable want customers that predictor of market and new of quality change can Japan, and Europe. rapid design age quickly products. especially pace, Because changes each the transfers dummy firm, change in such in customer in design and adopt to related individual to inter-related potential their among capabilities to rather portfolio, Although has rapidly that been individual new design in standards of a "good" the markets capture of the considerations transfer projects and associated with multiple partially conditions, design may be quality U.S., the as be able to meet rapid the across may may designs sense, this firms because extent the of differences firm framework for multi-project propose a conceptual strategy seem terms of relative market share) (in may have also that organizational specific parameters to beyond those projects. These parameters include the way technology and design are in the implement a single performance speed of structure or design and strategies focused that transfer, processes, as seemed to Rapidly growing firms market. product strategy technology organizational on the and their well as have the entire project product development project. framework suggests organizational project critical the projects, corporate-wide and than on our to captures competition plan project design the typology on on discuss captures and needs, competitive quality earlier, growing firms two or more different projects have directly In companies As explained quality. multiple influence influences change individual product-development The implications. the that for intention show different a a better is results. Our primary strategy Among factors. reasonable is sophisticated tastes new design and good a variables do not change the price- quality, to missing from these is partially addition, In values are so rapid, only assuming addition, In market share design quality that assumption This designs. contemporary definition of good design quality. strategy relates this least at improve old designs. to trends and social current fashion Our primary 3). newer designs are accompanied by more up-to-date that old than a at platform assuming features design a average that new products usually develop (adjusted performance than development productivity variables. products, sophisticated well predicts that one of the most important factors that be For example, Clark and Fujimoto (1991) have found believe Table in and numerous other service, availability, and buy, to models. We reasonably develop a comprehensive model to product may growth share example, ultimately should result from the ability of a firm to products build 0.49 for the to not this in market explained strategy to issues. and be that in order coordinated In particular, productivity 35 implement rapid design to each other, with if because rapid of the design this transfer, paper does not transfer inter-project sacrifices coordination required, the suggests that for base rapid the technology because transfer through only project to a important may not Further processes to be optimize optimal studies for are or design the needed managing with effective projects appears example, to different and 1993). Fujimoto relatively of the most In 36 strategies, transferred different have autonomous effective organizationally this from from a effective managing argued project that teams a are management approach projects at organizational strategies. the addition, (1991) However, multi-project be projects among engineers and mutual organizationally and individual modification design management of multiple explore types be of efficient design sharing task performance. project effective to or more preceding a (Nobeoka Clark system transfer can survey our actually is design transfer more individual for strategy sequential manager However, effective. transfer projects For project be project two projects. "heavyweight" than rapid management of multiple individual not design new between adjustments may strategy the firm structure level. and References Abegglen, James C, and George Stalk, The Japanese Corporation. New Kaisha: 1985. Jr.: York, Basic Books. Abemathy, W. K. and J. Destruction", B. 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Arm Type Semi-trailing system was once popular as a high performance independent rear suspension. However, because it is difficult for this type to control the degree of toe-in-and-out, more sophisticated systems such as variations of multi-link types have been developed by some This manufacturers. New Technology L.. in the 1980s Variations on Double Wishbone Type The basic concept of the double wishbone type is not new. This type used to be seen Two only in expensive models and racing cars, because it can be heavy and expensive. layers of arms flexibly control tire movements. In recent years, some firms applied new design result, and technology type has this Variations to include those or only in front instead of for • that Some of wishbone-shaped arms. structure basic this even been used to weight and cost and lower as a for the upper or lower arms, instead have double wishbone suspension system only in rear wheels. Variations five or the to suspension control and Japanese firms have been leading middle- or upper- models. • order use a single arm cars all of Multi-Link Type The newest concept in more links for each tire in expensive sedans. less in Semi-trailing Arm Type in all system, using dimensions of a tire complicated movements. adopting this type of suspension with Additional Control in combination of Some European primarily their Arms and Hubs during cornering, changing lanes, and braking, some firms add a sophisticated mechanism such as a toe control hub, additional links, and pillow ball joints. In order to control the degree of toe-in-and-out 41 3 J Ci Q O 7/ U MIT 3 TDfiD LIBRARIES DDfl32bT3 3