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The effect of technology-exploration on product innovation: an analysis based on Korean manufacturing SMEs

Lee, Hojin,Cha, Sangyoon,Park, Heejun

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Lee, Hojin; Cha, Sangyoon; Park, Heejun Article The effect of technology-exploration on product innovation: an analysis based on Korean manufacturing SMEs International Journal of Quality Innovation Provided in Cooperation with: Springer Nature Suggested Citation: Lee, Hojin; Cha, Sangyoon; Park, Heejun (2016) : The effect of technologyexploration on product innovation: an analysis based on Korean manufacturing SMEs, International Journal of Quality Innovation, ISSN 2363-7021, Springer, Heidelberg, Vol. 2, Iss. 1, pp. 1-15, https://doi.org/10.1186/s40887-016-0009-y This Version is available at: https://hdl.handle.net/10419/176483 Standard-Nutzungsbedingungen: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Zwecken und zum Privatgebrauch gespeichert und kopiert werden. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich machen, vertreiben oder anderweitig nutzen. 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If the documents have been made available under an Open Content Licence (especially Creative Commons Licences), you may exercise further usage rights as specified in the indicated licence. http://creativecommons.org/licenses/by/4.0/ EMPIRICAL ARTICLE Open Access The effect of technology-exploration on product innovation: an analysis based on Korean manufacturing SMEs Hojin Lee, Sangyoon Cha and Heejun Park * * Correspondence: [email protected] Department of Information and Industrial Engineering, Yonsei University, 120-749, Shinchon-Dong, Seodaemoon-Gu, Seoul, Korea Abstract Today, fierce competition drives firms in their continual efforts to introduce products with a higher degree of novelty into the market. There is a growing need to understand important activities so as to achieve product innovation. This empirical study demonstrates the effect of technology-exploration, including outsourcing R&D, external networking, customer involvement, and inward IP licensing, on product innovation, especially considering the degree of the novelty of the manufactured products. Using data from a sample of small and medium Korean manufacturing firms, our results show that technology-exploration are crucial determining factors as to whether low or higher degree of novelty is achieved in product innovation. The positive impact of higher degree of innovation novelty comes from customer involvement and outsourcing R&D. In addition, customer involvement has positive impact only on low degree of innovation. Other practices have no impact on either low or high degree of novelty in product innovation. Keywords: Open innovation, Technology-exploration, Product Innovation, SMEs Background Traditionally, when firms are seeking product innovation, they mainly rely on internal knowledge and technology, along with internal R&D competency, which can translates to competitiveness in the market. Firms with large-scale R&D centers are more likely to have the ability to produce the valuable knowledge and technology necessity for product innovation [1]. However, the innovation environment have changed, making it is difficult for firms to achieve competitive product innovation using only the knowledge and technology obtained from internal R&D [2, 3]. Due to the rapid technological development and more diversified customer needs, firms can no longer dominate the market with only one product for a long period of time. To meet various customer needs and to adapt rapid changes in the market, firms have to capitalize not only on internal expertise but also on all other available means, such as external knowledge and the convergence or integration of technology, in order to survive in the fast changing market [2, 4, 5]. Although there have been multiple studies of product innovation to enhance firms’ competitiveness so that they may adapt to the fiercely competitive environment, most of studies are targeted for large scale firms. In many countries worldwide, small and International Journal o f Qualit y Innovation © 2016 The Author(s). Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. Lee et al. International Journal of Quality Innovation (2016) 2:1 DOI 10.1186/s40887-016-0009-y medium enterprises (SME) represent a high proportion of the national economy. By targeting Korean manufacturing SMEs, this study attempts to examine how to obtain and utilize external knowledge, necessary for innovation, and affects product innovation in the evolving market. SMEs are of great importance in the Korean economy, representing 99 % of the total number of businesses and 87 % of the entire employment [6]. In terms of manufacturing in Korea, they account for nearly 99.5 % of all manufacturers [6]. Nevertheless, the business environment of Korean manufacturing SMEs is relatively poor [6]. They represent only 46.4 % of manufacturing output and 49.2 % of the total value-added amount [7]. Worse yet, they are much weaker when competing with the larger manufacturing firms, as evidenced by the value-added rate of productivity per employee being merely 30 % of that of larger manufacturing firms [8]. The growth imbalance between manufacturing SMEs and manufacturing large firms was and is a result of the government’s growth-oriented policy, which concentrates on capital for a minority of larger firms to catalyze high-speed growth. One of the strong competitive edges enabling these manufacturing SMEs to grow, despite the unfavorable business environment (compared with their larger counterparts), has been the implementation of low wages. Recently, however, Korea has seen the overall labor cost rising and has thus lost the low-wage advantage, owing in part to the growth of manufacturers in China and Southeast Asia. To survive under such conditions, Korean manufacturing SMEs must bring high-quality products into the market through product innovation [7]. To create knowledge and technology for product innovation, the capability of internal R&D is important. At present however, Korean manufacturing SMEs are experiencing a deterioration of the profits originally gained from their low-wage competitiveness along with steadily increasing incidental expenses. As a result, these manufacturing SMEs have difficulty investing in internal R&D. As these circumstances continue, they will continue to undergo hardships when seeking to acquire internal knowledge and technology [7]. Despite these hardships, their small scale can also serve as a positive force for product innovation. By having a low degree of bureaucracy, they can rapidly make decisions that can lead to quick and flexible responses to external changes in the market [9, 10]. Also, by facilitating changes with external collaborative partners and by adjusting their trade volume, they can use their networks more effectively [11, 12]. Moreover, even if they have a product that dominates the market, they are less likely to maintain the advantages of their existing market dominance than larger companies. When firms are in a dominant position in the market, they are likely to refuse to change and try to maintain their position in the existing market, thereby neglecting the importance of innovating and eventually falling behind in the market. However, manufacturing SMEs are less likely to try to maintain the advantages of their existing market even if they have a product that dominates the market, thereby continually innovating to keep up with the dynamic environment of the market. Thus, they can cope with market changes more sensitively and thus become more able to meet customer needs faithfully. Many studies have presented the use of external knowledge, resources, and human power as means of utilizing SMEs’strengths and as factors that offset their insufficient capabilities in internal R&D [11–14]. Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 2 of 15 Through external networking with larger companies, other SMEs, universities, and public or private research institutes, manufacturing SMEs can make use of these sources of external knowledge and technology for product innovation or can engage customers in the process of product innovation through the use of their customers’ knowledge. These are good alternatives with which to achieve product innovation by complementing the deficient capabilities of the internal R&D of manufacturing SMEs with their external networking capabilities [15]. Relevant studies define the various activities of firms which secure external knowledge and technology collectively as “technology exploration.”Although many related studies have been carried out, few if any have explored the effectiveness of technology exploration. This study will examine the impact that technology exploration has on product innovation for manufacturing SMEs, with the primary target being Korean manufacturing SMEs with less than 500 employees. Literature review and research model development Product innovation Expanding worldwide competition, fragmenting markets, and emerging technologies mean that established firms must renew themselves continually by transforming stagnant businesses and creating new wealth through new combinations of resources. Successful new products and services are critical for many organizations. In particular, manufacturing firms need to develop new products to survive and prosper in a changing business environment [16]. Four Innovations have been defined as process, marketing, organizational, and product-related innovation [17]. Process innovation is the implementation of a new or significantly improved production or delivery method [17, 18]. This includes significant changes in techniques, equipment and/or software. It can be intended to decrease unit cost of production or delivery, to increase quality, or to produce or deliver new or significantly improved products [17, 18]. Marketing innovation is the implementation of a new marketing method involving significant changes in product design or packaging, product placement, product promotion or pricing [17, 18]. It aimed at better addressing customer needs, opening up new markets, or newly positioning a firm’s product on the market, with the objectives of increasing the firms’sales [17, 18]. Organizational innovation is the implementation of a new organizational method in the firm’s business practices, workplace organization or external relations [17, 18]. It can be intended to increase a firm’s performance by reducing administrative costs or transaction costs, improving workplace satisfaction, labor productivity, gaining access to non-tradable assets, such as non-codified external knowledge or reducing costs of supplies [17, 18]. Lastly, product-related innovation is the introduction of a good or service that is new or significantly improved with respect to its characteristics or intended uses [17, 18]. This includes significant improvements in technical specifications, components and materials, incorporated software, user friendliness or other functional characteristics [17, 18]. Among these types of innovations, product innovation is important for manufacturing firms to adapt changes in technologically competitive in the market. This type of innovation has been recognized as a primary engine of firm’s innovation, and it is closely linked to the development of new products in manufacturing industries [16]. Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 3 of 15 Through product innovation, manufacturing firms can maintain or build their market share in both mature and new businesses and can find new sources of synergy among their resources [16]. We focus on product innovation as reflecting the characteristics of activities in the manufacturing industry and attempt to capture product innovation performance. Taxonomies of novelty of product innovation span from radical to incremental innovation according to newness of the innovation [19]. Radical innovation is defined as the propensity of a firm to introduce new products that incorporate substantially different technologies from existing products and that can fulfill key customer needs better than existing products [20]. At some point during the maturity of an existing technology, a new technology emerges, which leads to a new product. This process is known as a technological breakthrough. A new technology offers few consumer benefits when first introduced, rapidly increasing consumer benefits as it develops, and slowly increasing consumer benefits as the technology matures. To achieve radical innovation, firms need to make a considerable investment in R&D, and the chances of success are lower as the rewards become greater [21]. The effects of radical innovation on firms’profits can be large, positive, and long-lasting [22]. Incremental innovations involve relatively minor changes in technology, such as changing the packaging of existing products. Therefore, they provide relatively low incremental customer benefits. To achieve incremental innovation, firms put in less effort compared to radical innovation, but the rewards are smaller [21]. Firms can achieve incremental innovation through a new structure that screens out information unrelated to the important task and routines that carry out repetitive tasks efficiently [23]. If a firm’s new product dominates the market, the firm can focus on ‘fine-tuning’product by means of incremental improvements which are informed by a variety of sources of innovation. As the product matures and the market expands, the number of sources of specific knowledge of various aspects of technology increases. In other words, incremental innovations are likely to be successful when using knowledge from various external sources. Technology-exploration Technology-exploration refers to practices which enable firms to acquire new knowledge and technologies from outside through customer involvement, external networking, external participation, outsourcing R&D, and the inward licensing of IP [15, 24]. Technology-exploration activities are defined in Table 1. Customer involvement is an important practice to inform internal innovation processes through external customers’needs [4]. An important key in the innovation process is to release products or services that meet customer needs for the firm’s survival [25]. Involving the customer provides a correct innovation direction and enables the firm to reduce the investment costs, time, and diversity of uncertainty that may occur in the innovation process [26, 27]. Recently, customers are increasingly demanded as not just simply being as passive adopters but as active participants. Therefore, firms need to fully understand their reflected ideas and evaluations in the product innovation process. Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 4 of 15 Customers influence the development or improvement of products by providing complementary knowledge, establishing a precise set of user requirements, and providing a source of solicited information on new evolving needs [28]. The type of customer involvement is different depending on product innovation type, for instance whether a new product is being created or an existing product is being improved. Incremental product innovation simply requires the gathering of customer requests or complaints. Firms can achieve an improvement to their current product or technology. On the other hand, radical product innovation requires applying customer knowledge actively to innovation process. When firms encounter a customer’s innovative concept and have the appropriate technological competence and strategies to realize the customer’s radically new concepts and actively accept their new concepts, they can achieve the development of a radically new product. Customers contribute to product innovation in the role of an inventor or a co-producer of innovation [29]. Particularly, manufacturing SMEs can have personal and close relationships with customers owing to their small scale. This can also give them a high capacity for customization [30]. Strengths from a small firm size are scarce bureaucracy, clannish structures, and low costs of internal communication [12]. These strengths make it easier for manufacturing SMEs to achieve product innovation reflecting their customers’ideas. External participation is a practice in which firms invest equity in a new or established business in order to gain access to the knowledge of the business or to obtain other synergistic effect. Firms may invest in start-ups and other businesses to keep an eye on potential opportunities [3]. Such equity investments provide opportunities to increase external collaboration further in case their technologies prove to be valuable [31]. We refer to external corporate venturing as the creation of a new business by firms in which a firm leverages external partners in an equity or nonequity interorganization relationship. Firms utilize several governance modes to conduct their external corporate venturing activities. Governance modes include corporate venture capital (CVC) investments, nonequity alliances for the development of new business ventures, joint ventures, and acquisitions of entrepreneurial ventures. CVC investments and joint ventures among these governance modes work in the equity alliance mode with external partners; thus, they are defined as types of external participation [32]. CVC investments are defined as external equity investments made by established firms in privately held entrepreneurial start-ups [33]. Joint ventures refer to Table 1 Technology-Exploration Definitions Practice Definition Technology exploration Customer involvement Directly involving customers in your innovation processes, for example by active, market research to check their needs, or by developing products based on customers’specifications or modifications of products similar to those produced at the firm. External Participation Equity investments in new or established enterprises in order to gain access to this knowledge or to obtain other synergies. External networking Drawing on or collaborating with external network partners to support innovation processes, for example for external knowledge or human capital. Outsourcing R&D Buying R&D services form other organizations, such as universities, public research organizations, commercial engineers or suppliers. Inward IP Licensing Buying or using intellectual property, such as patents, copyrights or trademarks, of other organizations to benefit from external knowledge. Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 5 of 15 partnerships in which the formation of a new legal entity and organization takes place when two companies pursue a business opportunity or new knowledge together. Both governance modes utilize corporate investors potentially to access new knowledge that would not otherwise be available by ensuring an equity relationship with start-ups or established firms, and they enable firms to realize a financial gain as well as potential strategic benefits such as the learning of the market and technologies [34]. Access to new external knowledge through external participation can influence knowledge creation within investor firms and can be an important opportunity for firms to explore new ideas. Thus, an increase in external participation investment will be associated with increased future product innovation [35]. However, external participation cannot be used as an independent variable in our study. CVC investment and joint ventures are only relevant for relationships with large, established firms because firms need large amounts of funds for equity investments in external organizations [36]. However, our sample firms are manufacturing SMEs. Therefore, most of them rarely invest in external participation. Thus, it is difficult to acquire data related to external participation in a survey method. Although external participation influences product innovation, external participation is unsuitable for use as an independent variable in this study. Therefore, we eliminated external participation from our study model. External networking is another important practice which is consistently associated with all activities to acquire and maintain connections with external sources of social capital, including individuals and organizations. As such, it comprises both formal collaborative projects and informal networking activities [5]. Networks allow firms rapidly to fill in specific and necessary knowledge without spending enormous amounts of time and money to develop or acquire knowledge internally. Firms can acquire appropriate tacit knowledge of a partner and procure codified knowledge through an external network. Alliances between non-competing firms have become a popular method of reducing investment costs and acquiring technological capabilities [37]. Specifically, as technology becomes so complex that it cannot be handled by one firm alone, relevant knowledge is ever more scattered across various firms, and collaboration between firms is increasingly regarded as an important factor for success [38, 39]. Firms can create new knowledge through a combination of knowledge from diverse sources of knowledge [40]. New knowledge can help firms address established problems using a new approach that combines the old and the new and can influence product innovation by supporting, complementing, or augmenting their internal R&D capabilities [41]. Collaborating with different types of partners on R&D represents knowledge network diversity or diverse sources of knowledge. Network diversity facilitates innovative process by enabling firms to create novel associations and linkages [42]. It raises the likelihood of achieving product innovation due to the amount and variety of knowledge that is shared [5, 43]. In particular, many researchers have focused on the relationship between the diversity of the network and product innovation. Recent works suggest that using a wide range of external actors and sources should help a firm to achieve and sustain product innovation [2]. However, manufacturing SMEs are not fully capable of identifying and evaluating new knowledge owing to resource constraints; thus, they are poor in their use of external Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 6 of 15 information. This lack of information and the small scale of the firm result in SMEs having low negotiation power [14]. Moreover, many manufacturing SMEs’information search activities are likely to be prohibitively costly or misdirected due to the absence of functional specialists or a lack of high and broad levels of internal competence [9, 11]. We study whether external network diversity influences product innovation in manufacturing SMEs even with these constraints. Numerous manufacturing firms are increasingly outsourcing R&D to cope with the rapidly changing technology and market dynamics [44]. Outsourcing R&D refers to the practice of firms entrusting the performance of an activity that was performed formerly in-house to an external entity [24]. Firms can enjoy a few benefits from outsourcing R&D. They can leverage the know-how and key development strengths of partners for faster time-to-market. They also can enlarge their innovation capacity with new knowledge and experience across the globe and get new and innovative products to the market faster with enhanced efficiency [45]. Outsourcing R&D may increase a firm’s strategic flexibility and force them to cope with the dynamics of their environment [46]. If an external shock occurs, firms are better able to deal with it by simply increasing or decreasing the volumes of investment in outsourced R&D or by switching from one partner to another [47]. Particularly, if a firm’s size is small, the firm may be more flexible in terms of adjusting outsourcing R&D plans due to its small scale. Thus, manufacturing SMEs may also find it easier to adjust outsourcing R&D to ensure an optimal innovative result [48]. Outsourcing R&D is a central part of scientific or innovative research. Types of organizations that outsource R&D include universities, government labs, independent R&D organizations, suppliers, and other companies. Manufacturing SMEs can also acquire the scientific and innovative knowledge necessary to develop radically new products from organizations [49]. The knowledge and technology acquired from them complement the lack of internal R&D capability and have an influence on product innovation. If a firm has high organization capacity to integrate outsourced knowledge and technology into internal knowledge, the effects that the outsourced knowledge and technology have on product innovation will be increased [50]. With the advent of the information revolution, skills and knowledge have become the only sources of a sustainable long-term competitive advantage. Intellectual property lies at the center of a modern company’s odds of economic success or failure [51]. The rising importance of intellectual property can be seen in the earnings gained from the licensing of technology. In the past, firms were willing to share their technology, as it did not appear to be a source of their success and could not be sold for much in any case. However, knowledge-based industries are important in their own right, and firms can buy or license external knowledge through IP, including the licensing of patents and copyrights or trademarks at a lower cost. Therefore, firms are no longer willing to share their knowledge and technology without being compensated for it. Technology licensing allows firms to obtain relatively fast and inexpensive access to new and more advanced technologies. The manufacturing SMEs in our study can also internally develop and create new knowledge using inward IP licensing. With inward IP licensing, manufacturing SMEs can accumulate and strengthen their technological capability from the search and use of external technology [52]. This will result in the achievement of greater product innovation [51]. Inward licensing can be an alternative means of Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 7 of 15 internal R&D to develop a new product and examine the factors that affect firms’propensities or intentions to adopt inward technology licensing as a new product development method. Thus, valuable knowledge from IP licensing influences product innovation [51]. All of the arguments thus far lead us to argue that firms which carry out technologyexploration activities are likely have an upper hand in achieving product innovation. We can hypothesize that technology-exploration including external network, external participation, outsourcing R&D, customer involvement, and inward IP licensing to have an impact on product innovation. Methods Samples ThedatafortheanalysisweredrawnfromSTEPI(theScienceandTechnologyPolicy Institute) to support Korean policymakers in an effort to enhance national competitiveness. STEPI covers a wide range of Korean manufacturing firms in all industry sectors. The survey used here was implemented in 2008 and was based on a manual (a set of integral guidelines for the collection of innovation data; see OECD, 2005) [17]. The Oslo manual distinguishes innovation as either based on a product, process, organization or marketing innovation [17, 53]. Oslo manual is technology innovation guideline for small business [17]. This guideline contains seven characteristics: objectives and scope of manual, needs for the measurement of innovation, basic definitions, TPP innovation activities, institutional classification, measuring aspects of the innovation process, measuring the expenditure on innovation, and survey procedures [17]. We selected product innovation, as it is related to the development of new products and services. Respondents had to be employed in their current jobs for at least 5 years and involved in open innovation. Our sample targeted manufacturing SMEs with no more than 500 employees, and data was collected from 2005 to 2007. The sample contains manufacturing SMEs that tried to achieve product innovation through technology-exploration activities during the 3 years prior to the survey. Our final sample contains 1044 firms that remained in the survey for the 3 years. By analyzing data from STEPI’s‘Technology Innovativeness Activity Report in 2008’,thesurvey questionnaire separates into two groups as high and low using 0 and 1 in collected samples. The survey questionnaire binary asks “Did you launch following product innovation for last 3 years (2005–2007) in the market?”and it request to select out of three criterions which are: 1. Launch new product completely differs from existing product, 2. Launch highly improved product compared to existing product, and 3. None of these are applicable. Criterion number 1 interprets ‘high’product innovation performance; number 2 interprets ‘low’product innovation performance, and number 3 interprets insignificant. We defined these criterions as dummy variables. If respondents answered ‘yes’, either criterion 1 or 2, then it values ‘1’,andif they answered ‘no’, either criterion 1 or 2, then it values ‘0’. We rejected answers such as ‘no’for all criterions because the data is insignificant for analyzing this research. Thus, by filtering and interpreting respondents’data based STEPI’s survey; we could separate and define High and Low product innovation performance measurement and innovated manufacturers. Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 8 of 15 39. Mäläskä M, Saraniemi S, Tähtinen J (2011) Network actors’participation in B2B SME branding. Ind Mark Manag 40(7):1144–1152 40. Nelson RR, Winter SG (1982) An evolutionary theory of economic change. Belknap, Cambridge 41. Ahuja G, Katila R (2001) Technological acquisitions and the innovation performance of acquiring firms: A longitudinal study.Strategic Management Journal 22(3):197–220 42. Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35(1):128–152 43. O’Malley SVL, Hart S (2011) Roles, role performance, and radical innovation competences. Ind Mark Manag 40(6):952–966 44. Hsuan J, Mahnke V (2011) Outsourcing R&D: a review, model, and research agenda. R&D Manag 41(1):1–7 45. Harmancioglu N (2009) Portfolio of controls in outsourcing relationships for global new product development. Ind Mark Manag 38(4):394–403 46. Kotabe M, Mol MJ, Murray JY (2008) Outsourcing, performance, and the role of e-commerce: a dynamic perspective. Ind Mark Manag 37(1):37–45 47. Harris A, Giunipero LC, Hult GTM (1998) Impact of organizational and contract flexibility on outsourcing contracts. Ind Mark Manag 27(5):373–384 48. Rogers M (2004) Networks, firm size and innovation. Small Bus Econ 22(2):141–153 49. Caloghirou Y, Kastelli I, Tsakanikas A (2004) Internal capabilities and external knowledge sources: complements or substitutes for innovative performance? Technovation 24(1):29–39 50. Song M, Van Der Bij H, Weggeman M (2005) Determinants of the level of knowledge application: a knowledge based and information processing perspective*. J Prod Innovation Manag 22(5):430–444 51. Tsai KH, Wang JC (2007) Inward technology licensing and firm performance: a longitudinal study. R&D Manag 37(2):151–160 52. Chatterji D (1996) Accessing external sources of technology. Res Technol Manag 39(2):48–56 53. Lugones G, Peirano F (2004) Proposal for an annex to the Oslo manual as a guide for innovation surveys in less developed countries Non-members of the OECD. Centro REDES/RICYT, Buenos Aires 54. Hagedoorn J, Cloodt M (2003) Measuring innovative performance: is there an advantage in using multiple indicators? Res Policy 32(8):1365–1379 55. Lakemond N, Berggren C (2006) Co-locating NPD? the need for combining project focus and organizational integration. Technovation 26(7):807–819 56. Liker JK, Collins PD, Hull FM (1999) Flexibility and standardization: test of a contingency model of product design-manufacturing integration. J Prod Innovation Manag 16(3):248–267 57. Keupp MM, Gassmann O (2009) Determinants and archetype users of open innovation. R&D Manag 39(4):331–341 58. Negassi S (2004) R&D co-operation and innovation a microeconometric study on French firms. Res Policy 33(3):365–384 59. Simon H (1996) Hidden champion. Harvard Business School Press, Boston 60. Aldrich JH, Nelson FD (1984) Linear probability, logit, and probit models. Sage, Beverley Hills 61. Greene WH, Zhang C (2003) Econometric analysis. vol 5, Upper Saddle River, Prentice hall New Jersey 62. Von Hippel E, Thomke S, Sonnack M (1999) Creating breakthroughs at 3 M. Harv Bus Rev 77:47–57 63. Hannan MT, Freeman J (1977) The population ecology of organizations. Am j soc 82(5):929–964 64. Henderson R (1993) Underinvestment and incompetence as responses to radical innovation: evidence from the photolithographic alignment equipment industry. RAND J Econ 24(2):248–270 65. Spencer JW (2003) Firms’knowledge sharing strategies in the global innovation system: empirical evidence from the flat panel display industry. Strat Manag J 24(3):217–233 Submit your manuscript to a journal and benefi t from: 7 Convenient online submission 7 Rigorous peer review 7 Immediate publication on acceptance 7 Open access: articles freely available online 7 High visibility within the fi eld 7 Retaining the copyright to your article Submit your next manuscript at 7 springeropen.com Lee et al. International Journal of Quality Innovation (2016) 2:1 Page 15 of 15