研发投入对企业绩效的影响研究 ——基于企业金融化水平门限回归

本文选取1435家A股上市公司2011—2018年度的面板数据,以企业金融化水平作为门限变量,研究企业研发投入对企业绩效的非线性影响关系。研究结果表明:(1)企业金融化行为给研发投入对企业绩效的促进作用带来严重的时滞效应,研发投入对当年企业绩效不存在促进作用;(2)研发投入对未来一年企业绩效有双门限效应,二者呈倒N型关系,在第二区间内研发投入促进未来一年企业绩效;研发投入对未来二年企业绩效有单门限效应,在第一区间内研发投入促进未来二年企业绩效;(3)在适度的企业金融化水平区间内,研发投入才会促进未来企业绩效。本文指出上市公司金融化水平最优区间占比分布具有区域、行业和企业性质异质性,并进一步基于实证研究结果提出了相应的政策建议,有利于企业合理管理研发投入和防止企业脱实向虚。     

不同阶段研发投资对企业绩效的动态效应研究:基于中国上市公司的面板数据分析

研发投资是提高企业绩效的重要途径,不同阶段的的研发投资对于企业绩效的改善存在着差异化作用。本文构建了不同阶段研发投资对企业绩效影响效应的理论模型,并以我国103家上市公司2010-2016年的相关数据为样本,从动态效应的实证分析阶段和开发阶段两个阶段的投资强度对企业绩效影响的异同,结果发现:研究阶段和开发阶段的投资对企业绩效影响均具有正向的积极影响作用,开发阶段的投资在当期对企业绩效的影响较强但不可持续,研究阶段的投资具有滞后效应并且对企业绩效的提升有比较长远的影响。因此过多关注开发阶段的投资并不能有效提高企业绩效,企业应加大研究阶段的投资,以更好地实现其在提高企业绩效中的长效作用。     

Internationalization of R&D and Innovation Performance in the Pharma Industry

This research investigates the effect of R&D internationalization and contingency variables on innovation performance. A number of prior studies addressing this question have concluded in diverse and inconsistent findings, which can be attributed only partly to sample selection and measurement discrepancies. Using a longitudinal dataset of global pharmaceutical firms, we partly solve this ambiguity in the R&D internationalization and innovation performance relationship. The results reveal an S-shaped relationship, suggesting the benefits of R&D internationalization ultimately overcome the costs after critical levels of R&D internationalization. This finding combines and unites prior findings of a U-shaped, followed by an inverse U-shaped curve. In addition, we find that the experience in conducting R&D internationally, but not the degree of general internationalization, moderates the relationship between degree of R&D internationalization and performance. This suggests that the effect is contingent on the knowledge of internationalization path of the firm but can flourish in the absence of overall internationalization as well. Implications for theory and practice are derived.     

How can MNEs benefit from internationalizing their R&D across countries with both weak and strong IPR protection?

Although MNEs internationalize their R&D not only in developed countries but also in emerging economies that typically feature weak protection of intellectual property rights (IPR), it remains unclear how this strategic decision affects their productivity performance. This limitation has resulted in a rather incomplete understanding of why some MNEs become more productive through R&D internationalization while others do not. This study develops a new explanation, suggesting that R&D internationalization does not affect the productivity of all MNEs equally because of differences in the idiosyncratic way in which MNEs geographically distribute their R&D units across weak and strong IPR protection countries. In advancing this explanation, the study challenges the view that weak IPR protection is disadvantageous for MNEs by showing that (and specifying how) it: 1) increases the efficacy of MNEs' internal R&D, 2) strengthens the advantages of accessing globally dispersed knowledge, and (3) improves MNEs' ability to exploit cross-country differences in IPR protection. The study enhances understanding of the complex role of IPR protection, shifts scholarly attention from the degree of R&D internationalization to how MNEs should internationalize their R&D, and clarifies how the IPR context of their location choices matters.     

QUALITY,TECHNOLOGY, AND GLOBAL MANUFACTURING

It has been more than a decade since the quality movement was reborn in U.S. industry, and there is widespread dissatisfaction with the results of some of these programs. At the same time, product and service R&D is on the rise. These trends are incorporated here into an extension of the Utterback-Abernathy model to examine the quality, technology, and performance relationship. Six hundred durable goods firms in 20 countries were surveyed and it was found that technology significantly moderated the association of R&D intensity and total quality management (tqm) with market share, controlling for industry category. In high technology firms, R&D intensity was significantly associated with market share; in low technology firms, tqm was significantly associated with market share. R&D intensity and tqm were significantly and inversely related, while R&D intensity and computer-aided manufacturing (cam) were significantly and directly related.     

Designing a performance measurement system for the research activities: A reference framework and an empirical study

Designing a performance measurement system (PMS) for R&D activities is a very critical but challenging task for supporting decision making and people motivation. Therefore, the subject is widely discussed in literature, but the use of a PMS for R&D is still uncommon among companies.The paper aims at making a step further in the field, elaborating a reference framework that describes the logical steps for the definition of a PMS for R&D. Moreover, the problem of designing an effective PMS is in-depth studied in a real context, a biotech company that operates in the field of pharmaceutical research.     

The integration of TQM and technology/R&D management in determining quality and innovation performance

This paper presents an empirical study which examines the co-alignment between Total Quality Management (TQM) and technology/research and development (R&D) management in predicting organizational performance in terms of quality and innovation. This study improves our understanding of the relationship between TQM and innovation based on the following two major issues. First, this study contributes to the understanding of the co-alignment between TQM and technology management along with R&D management by bridging the gap between the two areas which are often addressed in a separate fashion. Second, this study also examines the impact of the integration between TQM and technology/R&D on quality and innovation performance which have been considered as the primary sources of a competitive advantage. The empirical data was drawn from 194 Australian organizations and analyzed using the Structural Equation Modeling (SEM) technique. The findings indicate that TQM shows a strong predictive power against quality performance but no significant relationship against innovation performance. On the other hand, technology and R&D management shows a significant relationship with quality performance but at a lower level than that of TQM, and shows much stronger relationship with innovation performance. In addition, there is strong and positive correlation between TQM and technology/R&D management. The major implication of this study is that technology/R&D management is an appropriate resource to be used in harmony with TQM to enhance organizational performance, particularly innovation.     

Managing Knowledge Creation in High‐Tech R&D Projects: A Multimethod Study

R&D projects in high‐tech organizations bring together diverse knowledge domains to quickly develop new products and processes. The fast‐paced context of high‐tech organizations makes it challenging to create new knowledge and solve complex problems. Managing these R&D projects requires understanding both the mechanisms and the type of knowledge created to achieve project objectives. This research conducts a two‐phased multimethod study to understand knowledge creation in high‐tech R&D projects. The first phase uses qualitative data to develop a theory on knowledge creation in R&D projects. The second phase involves a survey that collects data from R&D projects to test the theory. Results from the case study find that R&D projects benefit from two types of knowledge – objective and intuitive. The case analyses show that intuitive and objective knowledge creation in high‐tech organizations occurs by creating not only diverse but also psychological safe project teams. The large‐scale survey finds that team diversity positively influences objective knowledge creation while psychological safety affects intuitive knowledge creation. Surprisingly, the results show that team diversity negatively affects intuitive knowledge creation. A post hoc analysis takes a more granular look at diversity and shows that different kinds of diversity have different effects on knowledge creation. This helps to better explain how to manage innovation across boundaries. Finally, the analysis shows that both objective and intuitive knowledge influence R&D project performance. Taken together, these results help explain how to manage innovation across functional boundaries to create knowledge and enhance R&D project performance.      

创新网络嵌入视角下企业研发竞争的博弈研究

研发投入是创新发展的基础和源泉,如何促进企业研发投入是实施创新驱动战略的关键。本文基于创新网络嵌入的背景,构建同一创新网络内两个企业间的博弈模型,针对不同网络位置企业竞争博弈和相同网络位置企业竞争博弈两种情形,探究在研发竞争状态下企业研发投入受网络地位、网络关系的影响情况。研究结果表明:创新网络嵌入下,同质企业的竞争性研发投入与网络范围的技术溢出、网络平均吸收能力以及网络中心度均存在正向相关关系。研究结论丰富了企业研发投入影响因素的研究成果,也为有效激励企业创新提供一个有价值的思路。     

Do R&D activities foster globalization of young innovative companies? Empirical evidence from the Italian energy industry

Although executives and scholars interested in “globalization” and “R&D activities” mainly focus their attention on corporations, the relevance that young innovative companies – YICs are assuming is compelling them to redefine their focus. With reference to YICs, some scholars investigate the influence of globalization on R&D activities, while others inquire the impact of R&D activities on their globalization. This paper shares the second approach and sets out to investigate whether and to what extent R&D activities managed by YICs affect their globalization.By enacting Law n. 221/2012, the Italian Government has posed particular attention on YICs. Accordingly, primary and second-hand data concerning 2070 Italian YICs with high technological value in the energy industry – YICsei and 12,278 Italian YICs (operating in other industries) are used to carry out stochastic frontier analyses – SFAs. These allow testing whether R&D activities (measured through investments, personnel, and outputs) foster the globalization of these firms. SFAs reveal that none of the three factors affects the globalization of Italian YICsei; instead, R&D personnel and R&D outputs foster the globalization of Italian YICs.Achieved results open new research avenues about the impact of R&D activities on the globalization of YICs.     

Disentangling reciprocal relationships between R&D intensity,profitability and capital market performance: A panel VAR analysis

Research and development (R&D) investments are strategic choices that firms make to create and sustain competitive advantage. Extant literature proposes that firms’ R&D investments and their profitability and capital market performance are reciprocally related. However, the direction of these relationships and their temporal nature are unclear. We take a real options perspective to argue that the long-run firm performance effects of R&D investments are better than their short-term ones, and that the initial level of R&D intensity influences the nature of these relationships. We apply panel vector autoregression (P-VAR) to a sample of 6623 U.S. firms over the 1990–2020 period in order to test our hypotheses. Our results indicate that increases in R&D intensity have negative effects on profitability in the short term, yet these effects diminish relatively quickly. The effects of increases in R&D intensity on capital market performance are positive and persist over time. Consistent with our predictions, they are contingent on the initial levels of R&D intensity and performance. The findings are fundamentally in line with the real options perspective employed here, yet they add important nuance to our understanding of when, how, and under which conditions R&D investments and firm performance affect one another.     

Identifying Technology Spillovers and Product Market Rivalry

The impact of R&D on growth through spillovers has been a major topic of economic research over the last thirty years. A central problem in the literature is that firm performance is affected by two countervailing “spillovers” : a positive effect from technology (knowledge) spillovers and a negative business stealing effects from product market rivals. We develop a general framework incorporating these two types of spillovers and implement this model using measures of a firm's position in technology space and productmarket space. Using panel data on U.S. firms, we show that technology spillovers quantitatively dominate, so that the gross social returns to R&D are at least twice as high as the private returns. We identify the causal effect of R&D spillovers by using changes in federal and state tax incentives for R&D. We also find that smaller firms generate lower social returns to R&D because they operate more in technological niches. Finally, we detail the desirable properties of an ideal spillover measure and how existing approaches, including our new Mahalanobis measure, compare to these criteria.     

Managing the Performance Trade‐Offs from Partner Integration: Implications of Contract Choice in R&D Projects

Formal contracts represent an important governance instrument with which firms exercise control of and compensate partners in R&D projects. The specific type of contract used, however, can vary significantly across projects. In some, firms' govern partnering relationships through fixed‐price contracts, whereas in others, firms' use more flexible time and materials or performance‐based contracts. How do these choices affect the costs and benefits that arise from greater levels of partner integration? Furthermore, how are these relationships affected when the choice of contract is misaligned with the scope and objectives of the partnering relationship? Our study addresses these questions using data from 172 R&D projects that involve partners. We find that, (i) greater partner integration is associated with higher project costs for all contract types; (ii) greater partner integration is associated with higher product quality only in projects that adopt more flexible time and materials or performance‐based contracts; and (iii) in projects where the choice of contract is misaligned with the scope and objectives of the partnering relationship, greater partner integration is associated with higher project costs, but not with higher product quality. Our results shed light on the subtle interplay between formal and relational contracting. They have important implications for practice, with respect to designing optimal governance structures in partnered R&D projects.     

The Processes of New Product Development Recentralization towards a Transnational Emphasis in Multinational Corporations

Studies on R&D internationalization have identified the decentralization-recentralization pattern of many multinational corporations (MNCs). Studies have also indicated that MNCs tend to pursue a transnational emphasis during R&D recentralization. This research focuses on recentralization of new product development (NPD) in MNCs and aims to reveal different processes of it towards a transnational emphasis. Through a qualitative case study of four MNCs, the NPD recentralization process was explored in two important dimensions – power centralization and pluralistic input. Four process variants were discovered, showing different approaches to power centralization and pluralistic input. The processes of recentralization are novel to the area of R&D internationalization. This study also advances our understanding of R&D recentralization with a focus on NPD fulfilling market demand, which has not been well addressed in prior studies. In addition, this study generates some insights into transnational management.     

An empirical examination of the science–technology relationship in the biotechnology industry

Understanding how a firm's scientific capability influences its technology development has important implications on the firm's research and development (R&D) strategies. However, the current literature reveals a puzzling outcome in its empirical investigations on the science–technology relationship. While many studies show the positive influence of a firm's scientific capability on its technological performance, a few others indicate that if a firm focuses its attention more on cutting edge science, its overall technological performance will suffer. We suggest that these findings can be reconciled by conceptualizing and measuring the scientific capability of the firm differently. This paper attempts to demonstrate how different notions of scientific capability are associated with different performance outcomes. Furthermore, a firm's scientific capability facilitates the integration of new knowledge to produce valuable technologies when a firm broadens its search for new knowledge. The paper highlights the nuances of conceptualizing and measuring the firm's scientific capability in two different ways: number of scientific publications and non-patent references. The findings also shed light on the mechanism through which science accelerates technological progress inside a firm.     

Union–Firm Bargaining,Productivity Improvement and Endogenous Growth

This paper presents a growth model with two sectors. In the high‐tech sector, R&D increases productivity and union–firm bargaining determines wages, but in the traditional sector there are neither R&D nor labour unions. The government is able to regulate union bargaining power. The main results are as follows. Because firms try to escape wage increases through the improvement of productivity by R&D, the increase in union bargaining power boosts R&D and growth. It is welfare enhancing to strengthen (weaken) unions when the growth rate is below (above) some critical level. A specific rule is presented for when de‐unionization is socially desirable.     

Genetic distance,international experience and the performance of cross-border R&D for EMNEs

Cross-border R&D can contribute to the enhancement of independent innovation capabilities of emerging markets multinational enterprises (EMNEs) by benefiting from knowledge management. However, scant research exists examining the location impact of cross-border R&D for EMNEs on performance implications. This paper fills this important theoretical gap by building upon the literature of genetic distance in connection with knowledge management. We use a panel data of Chinese high-tech listed companies to empirically examine the impact of genetic distance on the performance of cross-border R&D and the role played by international experience. Our results reveal a positive relationship between genetic distance and the performance of cross-border R&D. Importantly, we highlight the motivation for cross-border R&D of EMNEs to acquire technical knowledge magnifies the positive effects of genetic distance and performance. Furthermore, our analysis indicates that international experience significantly enhanced the positive effect of genetic distance on cross-border R&D performance. We conclude this paper by discussing theoretical contributions to genetic distance, international management and knowledge management, as well as practical implications for cross-border R&D of EMNEs.     

R&D internationalization,product diversification and international performance for emerging market enterprises: An empirical study on Chinese enterprises

One motivation behind R&D internationalization for emerging market multinationals (EM MNEs) is to expand international markets. This paper analyzes whether the R&D internationalization of EM MNEs contributes to an improvement in international performance measured by foreign sales as a percentage of total sales (FSTS). Using panel data on China's listed companies, this paper introduces more scientific and normative indicators for measuring R&D internationalization in terms of geographic distribution (breadth) and overseas investment (depth). The results reveal an inverted U-shape relationship between R&D internationalization and international performance that is initially positive and eventually becomes negative. Product diversification has a significant moderating effect on the relationship between R&D internationalization breadth and international performance.     

The impact of service R&D on the performance of Korean information communication technology small and medium enterprises

In recent years, research and development (R&D) in the service industry has attracted a great deal of attention from both academia and industrial firms. However, compared to the manufacturing sector, little research exists on the implications of R&D for the financial and/or non-financial performance of firms in the service industry. The purpose of this study is to examine the impact of service R&D on the performance of information communication technology (ICT) firms. We identify five categories of R&D activities and investigate their impact on the financial and non-financial performance of 100 ICT firms, with a focus on small and medium enterprises (SMEs) in South Korea. We postulate positive relationships between R&D efforts and a firm's performance. However, the findings only partially support our hypotheses; unexpected results demonstrate that the presence of R&D management negatively influences a firm's performance. We present detailed statistical results and discuss the implications of the study.     

Technological change and technology monitoring process: Evidence from four Italian case studies

Technology monitoring (TM) may take on different meanings in a company’s day-to-day activities. In some cases it can be interpreted as a technology intelligence methodology, while in others it is understood as technology forecasting or even as technology assessment. These different interpretations are confirmed by an analysis of the literature. This case study examines the technology monitoring process in four Italian companies.For each of the cases considered, first we analysed the way technology monitoring is carried out and then we tried to understand what factors influence the company approach to technology monitoring. Four factors that can be expected to influence a company’s technology monitoring approach came out of this empirical research study: the industry a company operates in, the business model it uses, the importance of technology in the corporate culture, and the level of its R&D resources.