Patent-based inventor profiles as a basis for human resource decisions in research and development

Profiles of inventors' technological competence are a valuable source of information for decision-making in research and development (R&D) management, e.g. concerning inventor assessment, human resource development and R&D team-building. In the following exposition, a new method of inventor profiling will be put forward, which is based in particular on semantic patent analysis and multidimensional scaling. First, in the course of semantic patent analysis, specialized software, equipped with a natural language processor, reads the patent text transferring the contents into a subject–action–object–format (SAO). The extracted SAO structures are then used to create similarity matrices for patents or patent sets, respectively, according to a specific similarity value. Subsequently, an inventor competence map can be produced by means of multidimensional scaling.
The benefits of this method for R&D-related issues in human resource management will be illustrated by the example of a German mechanical engineering company. Two distinct types of profiles were generated and tested: (i) the profile of a single key inventor and (ii) a profile of key inventor sets. The single key inventor profile gives information on the range of competence, i.e. the homogeneity or heterogeneity of a certain inventor's competences, providing far more detailed insights than resorting to bibliographic data like international patent classification (IPC) classes or citations, whereas the latter kind of profile establishes the position of a certain key inventor in relation to others, helping to highlight specific groups of inventors and their domains. These results are clearly apt to support human resource management.     

The quest for expansive intellectual property rights and the failure to disclose known relevant prior art

Expansive patent portfolios may be used by firms to fence off technological space for commercialization, impede the commercialization efforts of competitors, and enhance bargaining power in cross‐licensing negotiations. Low quality patents with claims that overlap those of other patents contribute to these portfolios and patent strategies. By failing to disclose known relevant prior art during the patenting process, inventors and their firms may be granted low quality patents with intellectual property claims which would not otherwise have been granted. We find that the failure of inventors to disclose known relevant prior art increases as they gain experience with the patenting process. Such failure is also greater among inventors employed by relatively small, poorly performing firms that rely on outsourced legal counsel during the application process. Copyright © 2014 John Wiley & Sons, Ltd.     

Organizational knowledge networks and local search: The role of intra‐organizational inventor networks

Research summary : While firms tend to build on their own knowledge, we distinguish between depth and breadth of local search to investigate the drivers of these behaviors. Given that inventors in a firm carry out the knowledge creation activities, we strive to identify inventors responsible for these behaviors by employing the notion of an intra‐firm inventor network. A longitudinal examination of 14,575 inventors from four large semiconductor firms using patent data supports our hypotheses that the reach of inventors in the intra‐firm network and their span of structural holes have independent and interactive effects on these two types of local search behaviors. These findings have implications for research on exploitation and exploration, organizational knowledge, knowledge networks, and micro‐foundations. Managerial summary : Large amounts of knowledge may reside within firm boundaries, and managers are interested in understanding who may leverage this knowledge to generate novel ideas. We focus on collaborations among knowledge workers to address this question. Using the collaborations among all knowledge workers in a firm, we show that those who have higher reach to all others and those who form bridges to connect unconnected groups of workers tend to leverage not only more organizational knowledge, but also knowledge that is more dispersed in the organization. Managers could use these insights to shape the use of organizational knowledge by firm inventors, and also to make decisions about granting or withholding access to internal knowledge platforms for knowledge workers. Copyright © 2016 John Wiley & Sons, Ltd.     

Does international research and development increase patent output? An analysis of Japanese pharmaceutical firms

Internationalizing research and development is often advocated as a strategy for fostering the development of technological capabilities. Although firms conduct international R&D to tap into knowledge bases that reside in foreign countries, we argue that in order to benefit from international R&D investments firms must already possess research capabilities in underlying or complementary technologies. We examine the international R&D expansion activities, research capabilities, and patent output of 65 Japanese pharmaceutical firms from 1980 to 1991. We find that firms benefit from international R&D only when they possess existing research capabilities in the underlying technologies. In addition to refining our understanding of when international R&D enhances firm innovation, our results integrate asset‐seeking and asset‐based theories of foreign direct investment. Internationalizing R&D to tap into foreign knowledge bases is consistent with asset‐seeking theories of foreign direct investment, while the contingent nature by which firms benefit from international R&D is consistent with asset‐based theories of foreign direct investment and the notion of absorptive capacity. Copyright © 2004 John Wiley & Sons, Ltd.     

PATENT LENGTH AND THE TIMING OF INNOVATIVE ACTIVITY

The standard result in patent policy, as demonstrated by Gilbert and Shapiro (1990), is that infinitely lived but very narrow patents are optimal as deadweight losses are minimised and spread through time but inventors can still recover their R&D expenditures. By extending their innovative environment to include timing as an important choice, we demonstrate that a finitely lived, but broader, patent can be socially desirable. This is because a patent breadth is a better instrument than length to encourage socially optimal timing. Thus, patents need not be infinitely long in order to encourage a greater number of inventions     

Chicken,or the egg,or both? The interrelationship between a firm's inventor specialization and scope of technologies

Firms with different scope of technologies experience different firm growth. Understanding such heterogeneity requires knowing not only what drives technologies' scope but also why these drivers remain different across firms. I propose inventor specialization as a driver of technologies' scope: firms with more specialized inventors create narrower scope technologies. I also propose that these narrower scope technologies themselves in turn induce these firms' inventors to remain more specialized. I empirically demonstrate this two‐way interrelationship in the U.S. communication equipment industry using policy shocks as natural experiments and a new measure of scope. This interrelationship has important implications for why resources and organization appear isomorphic within a firm but heterogeneous across firms. t © 2013 John Wiley & Sons, Ltd.     

Technology convergence capability and firm innovation in the manufacturing sector: an approach based on patent network analysis

As a consequence of the convergence between manufacturing technology and the foundation technologies of Industry 4.0, it is becoming more important for firms to formulate an innovation strategy for their technological capabilities. In this context, the present study measures firm‐level technology convergence (TC) capability using patent network analysis. A firm’s TC capabilities are measured using three centrality indices pertaining to a patent network, which is constructed based on the relationship between patents and their international patent classification. For the empirical analysis, panel regression is conducted to observe the effect of TC capabilities on innovation for the top 30 firms in four manufacturing industries. We find that the TC degree positively influences the firms’ overall innovation, namely their total number of patents, and negatively influences their convergent innovation, calculated as the ratio between the number of TC patents and the total number of patents, while the effect of TC betweenness is the opposite. These findings imply that while concentrating on similar technologies may promote quick technology application, it could hamper the enhancement of a TC’s potential. To promote TC, a firm should thus develop technologies more likely to be involved in TC.     

Text matching to measure patent similarity

Research Summary : We propose using text matching to measure the technological similarity between patents. Technology experts from different fields validate the new similarity measure and its improvement on measures based on the United States Patent Classification System, and identify its limitations. As an application, we replicate prior findings on the localization of knowledge spillovers by constructing a case–control group of text‐matched patents. We also provide open access to the code and data to calculate the similarity between any two utility patents granted by the United States Patent and Trademark Office between 1976 and 2013, or between any two patent portfolios. Managerial Summary : We propose using text matching to measure the technological similarity between patents. The method can be used by various practitioners such as inventors, attorneys, patent examiners, and managers to search for closely related prior art, to assess the novelty of a patent, to identify R&D opportunities in less crowded areas, to detect in‐ or out‐licensing opportunities, to map companies in technology space, and to find acquisition targets. We use an expert panel to validate the improvement of the new similarity measure on measures based on the United States Patent Classification System, and provide open access to the code and data to calculate the similarity between any two utility patents granted by the USPTO between 1976 and 2013, or between any two patent portfolios.     

Patent office in innovation policy: Nobody's perfect

The number of patent applications and “bad” patents issued has been rising rapidly in recent years. Based on this trend, we study the overload problem within the Patent Office and its consequences on the firms' R&D incentives. We assume that the examination process of patent applications is imperfect, and that its quality is poorer under congestion. Depending on policy instruments such as submission fees and the toughness of the non-obviousness requirement, the system may result in a high-R&D equilibrium, in which firms self-select in their patent applications, or in an equilibrium with low R&D, opportunistic patent applications and the issuance of bad patents. Multiple equilibria often co-exist, which deeply undermines the effectiveness of policy instruments. We investigate the robustness of our conclusions as to how the value of patent protection is formalized, taking into consideration the introduction of a penalty system for rejected patent applications, as well as the role of commitment to a given patent protection policy.     

CAPABILITIES,TECHNOLOGICAL DIVERSIFICATION AND DIVISIONALIZATION

This paper develops and tests the hypothesis that greater R&D diversification is associated with less divisionalization in multidivisional firms. It argues, from transaction cost theory, that the extent of divisionalization of a large firm is indicative of its emphasis on interdivisional coordination, since fewer divisional boundaries reduce interdivisional bargaining costs. Also, greater interdivisional coordination is required to pursue strategies which exploit R&D undertaken in diverse but complementary fields, that is, strategies aimed at broadening technological capabilities. Conversely, less interdivisional coordination is required for more specialized R&D, that is, for strategies aimed at deepening existing capabilities. The hypothesis finds support in patent and organizational data.     

Managing liquidity in research‐intensive firms: signaling and cash flow effects of patents and alliance activities

The effective holding and management of liquid assets is critical to success in research‐intensive industries. The primary output of invention is new knowledge. However, because of its ‘sticky’ characteristics, knowledge may not easily diffuse to external shareholders, leading to knowledge asymmetries between managers/employees and external suppliers of capital. Many valuable R&D projects may thus fail to attract external financing, limiting a firm's ability to invest in R&D. In this study, we examine how the cash flow and signaling properties of a firm's patents and certain aspects of its alliance strategy can attenuate such problems. Specifically, we suggest that a firm's R&D investments positively predict the level of its liquid asset holdings. This is due to the fact that invention‐induced knowledge asymmetries increase the firm's cost of accessing external liquid capital. However, holding cash entails opportunity costs. In this regard, we also find that patent production and certain alliance activities provide important signaling mechanisms, which reduce knowledge asymmetries between the firm and capital markets, and consequently lower the firm's need to hold liquid assets. Empirical tests were conducted using a sample of 108 U.S‐based biotechnology firms. Copyright © 2009 John Wiley & Sons, Ltd.     

Patent Quality and a Two‐Tiered Patent System

In this paper, we study the determinants of patent quality and volume of patent applications when inventors care about perceived patent quality. We analyze the effects of various policy reforms, specifically, a proposal to establish a two‐tiered patent system. In the two‐tiered system, applicants can choose between a regular patent and a more costly, possibly more thoroughly examined, ‘gold‐plate’ patent. Introducing a second patent‐tier can reduce patent applications, reduce the incidence of bad patents, and sometimes increase social welfare. The gold‐plate tier attracts inventors with high ex‐ante probability of validity, but not necessarily applicants with innovations of high economic value.     

Innovating standards through informal consortia: The case of wireless telecommunications

We empirically examine the effects of industry consortia on the coordination of innovation strategies of the members. Our analyses utilize membership data from 32 consortia in wireless telecommunication technology subfields from 2000 to 2005 and prior art citations in standard-essential patents. We find that connections among firms in informal and technically-oriented consortia significantly increase the likelihood that firms cite each other's patents in subsequent patents essential for the UMTS wireless telecommunication standard. Inventions that are likely to become part of the UMTS system tend to build on inventions by firm peers who were members of the same consortia, controlling for patent or firm fixed effects, technology class, and other characteristics. Consortia may enhance productivity of invention and increase the incentives to invest in R&D by internalizing potential externalities. They may also enhance efficiency of standardization by facilitating the interaction of committee and market processes. Consortia thus structure and constrain the process of innovating standardized technologies. This is problematic if consortia are not truly accessible for all the relevant parties. Policymakers thus need to balance these effects. For managers, the results show that participation in a variety of technical consortia enables influencing peers' innovation strategies related to compatibility standards.     

Social and organizational capital: Building the context for innovation

In the light of the key role intellectual capital has for firms' innovation capability, this paper analyzes the influence of two of their dimensions, organizational capital and social capital, on firms' product innovation, and the moderating role of radicalness. Unlike previous studies, the unit of analysis will not be the firm, but the R&D department. Thus, our research, conducted with a sample of Spanish industrial companies, provides a new insight with interesting results. First, our findings show that social capital favours firms' product innovation, especially under radical innovations. Second, organizational capital has an indirect effect on product innovation through positive influence on social capital. This implies that firms can stimulate communication and interaction among people, and therefore innovative activity, by means of explicit and codified knowledge (organizational capital).     

When do strategic alliances inhibit innovation by firms? Evidence from patent pools in the global optical disc industry

Research and development (R&D) consortia are specialized strategic alliances that shape the direction and scope of firm innovation activities. Little research exists on the performance consequences of participating in R&D consortia. We study the effect of patent pools, a unique form of R&D consortia, on firm performance in innovation. While prior research on alliances generally implies that patent pools enhance firm innovation, our study finds the opposite. Analyzing data on systemic innovation in the global optical disc industry, we find that patent pool formation substantially and significantly decreases both the quantity and quality of patents subsequently generated by licensors and licensees relative to the patenting activity of nonparticipants. Our empirical findings suggest that patent pools actually inhibit, rather than enhance, systemic innovation by participating firms. Copyright © 2011 John Wiley & Sons, Ltd.     

Supporting product innovativeness and customer value at the bottom of the pyramid through context-specific capabilities and social ties

Local firms operating in bottom of the pyramid (BoP) markets face significant challenges in managing their innovation practices and creating value for customers. Operating in resource-constrained environments, local BoP firms need to behave as bricoleurs, deploy capabilities that help creatively combine and leverage their limited available resources to innovate and create value for customers. Employing the capability-based view (CBV) of the firm and social capital theory (SCT), we develop a research model to explain the extent that local BoP manufacturers use bricolage to develop innovative products that create value for BoP customers. Analysis of data obtained from 150 local BoP manufacturing firms (three managers in each firm) and two of their major customer firms shows that the relationship between bricolage and product innovativeness is more complex than previously understood. Results show that the curvilinear relationship is attenuated differently by social ties with government versus ties with civil society organizations. Furthermore, findings also support the contingency role of BoP firms' marketing capabilities in translating product innovativeness into customer value in BoP markets. These findings present specific implications for scholars and practitioners interested in BoP markets.     

Hiring new key inventors to improve firms’ post-M&A inventive output

Although merger and acquisitions (M&As) are acknowledged as an important means to access innovative assets and know-how, firms’ inventive output often declines in the post-M&A period. Financial, managerial and organizational constraints related to the M&A event contribute to inventive output declines and inventors’ departure. Prior literature treats the acquiring firm as a passive observer of invention declines. This study argues that acquiring firms can take measures by hiring new key inventors. We show that the hiring of new key inventors in the post-M&A period can counteract invention declines in two ways. First, these newly hired inventors are associated with an increase of corporate inventive output after the M&A. Second, they are also associated with an improved inventive output of inventors already working for the acquiring firm. These results suggest that an appropriate hiring policy can counteract the declining inventive output of firms in the aftermath of M&As.     

资本市场压力与企业策略性专利行为:卖空机制的视角

创新是一种不确定性高且周期长的投资活动,需要风险偏好更大、对失败容忍更高的市场环境,而资本市场具有筛选和发现创新型企业、有效分散创新风险的功能,因而对创新活动起着关键作用。然而,中国资本市场短期投资者比例高,融券交易成本高且交易不活跃,加上专利评价体系对不同质量的专利区分度较低,导致资本市场压力对创新活动没有发挥出信息机制和治理机制两种效应。相反,资本市场压力带来的负面信息表达渠道和管理层短期业绩压力,造成了中国专利申请中存在“重数量、轻质量”“重申请、轻维护”的企业策略性专利行为所衍生的“专利泡沫”问题。本文采用中国融资融券制度作为准自然实验,考察卖空机制对企业创新的影响效应和作用机理。研究发现,企业面临卖空压力时会更加积极地申请专利,但专利的申请质量有所下降,表现为专利授权率降低;专利结构有所恶化,最终授权数增加的主要是容易研发、授权快的实用新型专利和外观设计专利;专利得到授权后,企业放弃缴纳维持费用以终止专利权。这些策略性专利行为在短期内可以减少企业的卖空交易量,推高企业市值,但长期看对企业的业绩没有积极影响,是一种“创新假象”。卖空机制主要通过施压机制来影响企业创新,管理层业绩压力、外部监督压力、股价信息传递压力越大的企业,在面临卖空威慑时更有动力进行策略性专利行为。为促进企业创新向高质量发展,需要进一步完善融资融券制度和专利评价体系。     

The influence of firms' technological capabilities on export performance in supplier-dominated industries: the case of ceramic tiles firms

In this paper, we study the effects that firms' technological capabilities, as an expression of their technological innovation strategy, have on their international competitiveness. In doing so, we draw on export and international trade literature to justify the influence that the firms' technological activity has on their export performance. In addition, we use concepts derived from the literature on technological innovation to identify different capabilities that the firms may develop to manage their innovation process, i.e., those related to investment, production and co-operation. These constitute the basis of our hypothesis, in which the technological innovation capabilities identified are related to firms' export performance. Empirical work is carried out on a sample of 88 Spanish exporting firms belonging to the ceramic tiles industry, which is characterized as being a supplier-dominated industry. Data were mainly gathered through a postal survey directed at firm managers. Our findings show that technological innovation capabilities have a positive impact on export performance. Specifically, results show that investment in internal non-R&D innovative activities, such as engineering design and pre-production, exerts a positive influence on export performance. However, neither investment in R&D nor investment in external acquisition of technology exerts any influence on export performance. In addition, our findings show that production capabilities have a positive effect linked to both improvement and imitation of products and processes. Regarding co-operation, export performance is related to capabilities that derive from co-operation with universities and research institutes rather than co-operation with other companies.