Capitalism, profits and innovation in the new techno-economic paradigm

Innovative profits (of the kind conceptualized by Schumpeter) are today being increasingly created through international corporate networks for technological development. Such profits through innovation are encouraged by newer more flexible organizational forms, and further encouraged (unlike in the conventional perspective on profits and on the incentive to innovate) by knowledge flows between firms. Our empirical evidence, based on US patent data, shows that multinational companies are currently more likely to develop abroad technologies which are less science-based, and less dependent upon tacit knowledge. However, within the science-based industries firms may generate abroad some technologies which are heavily dependent on tacit knowledge, but normally in fields that lie outside their own core technological competencies. We find some evidence of a convergence in corporate technological diversification across large firms, facilitated by the now common spread in the use of information and communication technologies (ICT) as an integrator of formerly separate technological systems. This has led smaller firms to diversify, but giant firms to consolidate activity around those technologies that have become most interrelated.     

技术多元化、行业集中度与企业绩效波动

技术多元化是企业提高核心竞争力的重要手段,在不同行业背景下,技术多元化战略对于企业绩效的稳定作用存在一定的差异.运用2009—2018年710家创业板公司IPC发明专利信息数据,采用固定面板模型,基于行业特征与行业集中度视角研究了技术多元化对于企业绩效波动的影响.研究发现:技术多元化对于企业绩效波动有明显平滑效果;在高科技行业中,技术多元化对企业绩效波动的平滑效应相对较强;行业集中度低的情况下,技术多元化对企业绩效波动的平滑效应相对较强,而在高行业集中度的情况下,平滑效应近乎无效.为企业的技术知识基础建设提供重要依据,同时为不同行业背景下的多元化产业技术生态建设提供科学的理论指导.     

Technology clustering based on evolutionary patterns: The case of information and communications technologies

Technology trend analysis anticipates the direction and rate of technology changes, and thus supports strategic decision-making for innovation. As technological convergence and diversification are regarded as emerging trends, it is important to compare the growth patterns of various technologies in a particular industry to help understand the industry characteristics and analyse the technology innovation process. However, despite the potential value of this approach, conventional approaches have focused on individual technologies and paid little attention to synthesising and comparing multiple technologies. We therefore propose a new approach for clustering technologies based on their growth patterns. After technologies with similar patterns are identified, the underlying factors that lead to the patterns can be analysed. For that purpose, we analysed patent data using a Hidden Markov model, followed by clustering analysis, and tested the validity of the proposed approach by applying it to the ICT industry. Our approach provides insights into the basic nature of technologies in an industry, and facilitates the analysis and forecasting of their evolution.     

Does the digital divide across countries lead to convergence? New international evidence

We examine the convergence of information and communication technologies (ICT) among 47 developed and emerging countries using annual data from 2000 to 2012. We construct an ICT development index using a principal component analysis. The results, based on a dynamic panel data model, reveal a divergence in ICT development. This study identifies two factors that drive a country's digitalization divergence level: the growth of per capita income and the ratio of urban to rural population. In addition, ICT divergence is higher in emerging countries than in developed countries.     

Organisational form and the economic impacts of innovation: the case of patent grant announcements

This study investigates the impact of corporate diversification on the value creation of patent grants. We find that focussed firms experience significantly greater market reactions to patent announcements than diversified firms. Diversification into related industries has little effect on the wealth gains of granted patents, while diversification into unrelated industries significantly reduces the wealth gains. We further find that post-announcement operating performance is significantly associated with the degree of diversification. Overall, our findings suggest that the selection of diversification as a firm's organisational structure has a negative influence on the value creation of innovation, and this influence is exacerbated when this diversification involves unrelated industries.     

Green technological diversification of European ICT firms: a patent-based analysis

ABSTRACT

This paper investigates whether and how diversified firms in the Information and Communication Technology (ICT) sector innovate in green technologies and assess the potential impact of these innovations on firm performance. The analysis relies on a balanced panel dataset of European ICT firms in the period 2009–2013. The results suggest an inverted u-shaped relationship between the extent of technological diversification and the likelihood to develop green technologies. Technological diversification generally increases the likelihood of green innovations, but too high a dispersion of resources across a large variety of different technologies decreases the intensity of green innovations. The results show also that the development of green technologies is positively associated with firm performance: ICT firms involved in green patenting activity perform better than ICT firms with no green patents.     

我国信息通讯技术领域专利战略分析

对我国信息通讯技术（ICT）领域在1985-2006年期间的发明专利申请情况进行了分析,重点研究了在华知名跨国公司与国内企业在15个最主要的ICT子领域的发明专利申请情况,计算了主要ICT子领域对各企业的技术重要性、各企业在ICT子领域及整体领域的技术竞争指数、各企业在ICT子领域的技术比较优势指数等。研究结果揭示了我国ICT的重要技术创新和竞争子领域;在我国整体ICT领域的竞争指数最大的公司依次为三星、华为、松下等,而国内其他公司的竞争指数都较低;在各ICT子领域最具技术竞争力的公司几乎都是发明专利申请量最多的公司。研究进一步表明,并非所有公司都能在对其最具技术重要性的领域保持技术竞争优势。本土ICT企业要缩小与跨国公司的技术差距,必须重视对重要技术领域的选择并加大创新投入,实施专利战略,以保持自身在这些领域的相对技术比较优势。     

Technological innovation and knowledge network in Asia: Evidence from comparison of information and communication technologies among six countries

South Korea, Taiwan, Singapore, Hong Kong, China and India have become much larger force in the world economy. Due to the enormous contribution of the use of information and communication technologies (ICT) in economic growth, this study investigates four main issues related to technological innovation and knowledge network in ICT among six countries. First, indicators of technological innovation were evaluated and used to compare capability of technological innovation in ICT between the six countries. Secondly, differences in innovation configurations among six countries were manifested. Thirdly, relative innovation strengths of these six countries were examined in five sub-technological fields. Finally, this study consists of analyzing the interactions into knowledge network among them; moreover, this study manifests the difference of knowledge network in five sub-technological field of ICT. The empirical findings of this study, based on analysis of a patent and citation dataset comprised of all patents granted by the U.S. Patents and Trademark Office (USPTO) to assignees in six countries from 1976 to 2006, are helpful to understand the comparative development of technological innovation of ICT in six countries.     

Unveiling the core technology structure for companies through patent information

Patent information provides an objective and public source to understand core technologies of companies. In this paper, a method is proposed for identifying core technology capabilities for a company in the semiconductor industry. The method is built on the patent similarity and K-means clustering algorithm. The indirect relations among the patents in the complex industry are considered in the method. In addition, the age of the patent is taken into account to avoid identifying aged core patents. The method is demonstrated by exploring the core technology capabilities that support the platform technology portfolio of the Taiwan Semiconductor Manufacturing Company (TSMC).     

不同类型创新生态系统如何推动核心技术开发与企业销售增长——以中国电子信息技术产业为例

高科技产业技术创新复杂度急剧提升,营造创新生态系统已成为企业保持长期竞争优势的一种重要战略选择。基于知识管理、技术依存结构与网络外部性等视角,利用中国电子信息技术产业上市公司2007-2017年面板数据,探讨相关技术多元化与非相关技术多元化创新生态系统推动核心技术开发、企业销售增长的深层次机理。结果发现：营造相关技术多元化创新生态系统有助于企业打造核心竞争优势,促进核心技术开发,并借此实现企业销售增长;营造非相关技术多元化创新生态系统不仅能够直接促进核心技术开发与企业销售增长,更有助于丰富互补配套产品技术体系,激发间接网络效应,与相关技术多元化创新生态系统形成耦合效应,从而共同促进企业销售增长。     

ICT adoption and income diversification among rural households in China

ABSTRACT

Although the determinants of income diversification have been widely examined in the literature, little is known about whether and how information and communication technology (ICT) adoption affects household income diversification. To fill in this gap, this paper examines the impact of ICT adoption on income diversification among rural households in China, utilizing open-access data collected through the China Labour-force Dynamics Survey project. We employ a two-stage treatment effects model to address the potential selection bias issue associated with ICT adoption. The empirical results show that ICT adoption exerts a positive and statistically significant impact on income diversification. Further analyses reveal that ICT adoption is more beneficial to low-income rural households and those residing in eastern and central parts of China when it plays a role in diversifying rural income. Our findings suggest that improving rural education and infrastructure such as roads and broadband facilities can help enhance ICT adoption among rural households, which subsequently increases income diversification.     

The changing pattern of industrial technology linkage structure of Korea: Did the ICT industry play a role in the 1980s and 1990s?

The notion of the knowledge-based economy highlights the strategic importance of inter-industrial knowledge flows. Among others, the crucial role of information and communications technology (ICT) industry is emphasized. The pattern whereby technological knowledge is created, accumulated and disseminated through the interactive learning among industries can be portrayed as a network. Based on the network theory, this empirical study analyses, from the dynamic perspective, inter-industrial technological knowledge structure of Korean industries during the reference period of early 1980s to mid-1990s. Overall, the density of the network increased over time, implying that the knowledge network has expanded and intensified. The role of the ICT industry in the global network has also increased but needs to be further strengthened, especially informatization of non-ICT industries by the outflow of ICT industrial knowledge in the future. The findings in turn render some important policy implications that should be addressed in developing technology policy.     

Productivity,innovation strategies and industrial relations in SMEs. Empirical evidence for a local production system in northern Italy

The paper aims to provide an original contribution to evaluating several kinds of relations between four areas of innovation activities – training, technology, organization, ICT (information and communication technologies) – and industrial relations and firm’s economic performance. Quantitative evidence for a SME‐based local production system is provided by exploiting two datasets: the first is derived from a direct survey carried out in 2005 collecting data on innovations, labour flexibility and industrial relations; the second is represented by a panel of official balance sheets data for the period 1998–2004. The analysis is divided in two consequential parts. We first examine the drivers of different innovation strategies and subsequently we exploit innovation indicators as potential drivers of firm’s productivity. The results show that training activities and organizational changes have strong links with many industrial relations indicators, thus emerging as industrial relations driven innovations. On the contrary, ICT and technological innovation seem to be more influenced by firms’ past performances than by industrial relations. The analysis on labour productivity drivers shows that training activities are the most relevant factors; then, ranked consequently, technological innovation, organisational innovations and, finally, ICT also appear to impact on productivity levels. It is worth noting that the role of ICT emerges more robustly when endogeneity is specifically addressed. Finally, the role of firm size seems here to be overshadowed by other drivers.     

Evaluating the competitiveness of enterprise’s technology based on LDA topic model

ABSTRACT

With the advent of the knowledge economy, technology has become the foundation of advancement for many enterprises. To maintain a lasting competitive edge, enterprises must accurately determine the competitiveness of particular technologies. However, emerging innovations are becoming more and more complex, and interdisciplinary trends complicate matters even further. In the competitiveness evaluation based on patent, traditional patent classifications are both loose and time-sensitive. In this paper, we constructed the evaluation model of enterprise’s technology competitiveness based on the technological topics generated by a latent Dirichlet allocation (LDA) topic model. LDA topic model is able to classify technologies into narrower categories and can, therefore, provide rich information on the competitive landscape of a field. Two indexes are used to determine the technological competitiveness of an enterprise in the model – a specialisation index and a diversification index. At the same time, we explore the distribution of enterprises with different technological topics through the relative share, the technology’s appeal, and the competitive advantage that technology might give an enterprise. The empirical study on intelligent connected vehicles validates the model, and the results provide theoretical support for developing R&D strategies and/or making investment decisions.     

Income Inequality and Technological Adoption

We relate technological adoption (of different technologies) with income inequality. In the process, we discover that some technologies, such as aviation, cell phones, electric production, internet, telephone, and TV, are skill-complementary in raising inequality. We construct standardized indexes of skill-complementary technological adoption for modern information and communication technologies (ICT), older ICT, production and transport technologies. We find strong evidence that older ICT and transport technologies (and less frequently modern ICT) tend to increase inequality. Additionally, we discover that results are much stronger in rich countries than in poor ones. Our results are quite robust to a series of changes in specifications, estimators, samples, and measurement of technology adoption. These results may bring insights into the design of incentive schemes for technology adoption.     

The new geography of corporate research in Information and Communications Technology (ICT)

In the new ICT-based paradigm MNCs have increasingly locationally dispersed competence-creating activities. Using patent data granted in the US to the largest European-owned electronic corporations and all the largest companies in other industries for their ICT research in the European regions, this paper investigates the regional dispersion of such research. We find that co-specialised electronic companies do not tend to develop related R&D in the same regional location, but non-electronic firms undertake related ICT development in a common centre of excellence. Thus, intra-industry competition encourages the geographical separation of co-specialised research, while inter-industry cooperation entails the co-location of related research.     

东盟五国有色金属领域的技术创新能力研究——基于专利信息的视角

从专利信息的角度,对东盟五国有色金属领域的技术创新能力进行分析。专利信息统计数据显示:在东盟五国的有色金属领域,新加坡和泰国的技术领先优势明显、技术创新能力强,而印尼和菲律宾具有一定的技术基础,越南的专利申请量最少,不过近年来其年度申请量增幅明显、技术创新活动增多;东盟五国有色金属领域的专利申请主要来自于美、日、德等国,技术创新能力实为跨国公司所拥有。对此,我国企业应当明确技术创新目标,采取相应的专利战略,加强自主创新,以使企业在国际竞争中获得主动地位。     

The relationship between a firm's patent quality and its market value — The case of US pharmaceutical industry

This study examined the relationships between corporate market value and four patent quality indicators - relative patent position (RPP), revealed technology advantage (RTA), Herfindahl-Hirschman Index of patents (HHI of patents), and patent citations - in the US pharmaceutical industry. The results showed that RPP and patent citations were positively associated with corporate market value, but HHI of patents was negatively associated with it, while RTA was not significantly related to it. Thus, if pharmaceutical companies want to enhance their market value, they should increase their leading positions in their most important technological fields, cultivate more diversity of technological capabilities, and raise innovative value of their patents. In addition, this study found that market value of pharmaceutical companies with high patent counts was higher than that of pharmaceutical companies with low patent counts, and suggested that pharmaceutical companies with low patent counts should increase RPP in their most technological fields, decrease HHI of patents, or raise patent citations to further enhance their market value. Furthermore, this study developed a classification for the pharmaceutical companies to divide them into four types, and provided some suggestions to them.     

Indigenous technological capabilities,emerging market firms and the aerospace industry

While emerging market economies have developed significant technological capabilities and increased their share of global value-added in aerospace, they have done so largely through utilising foreign direct investment (FDI) and offset arrangements to enter supply chains that remain dominated by European and American firms. The paper examines whether emerging markets are developing indigenous technological capability in aerospace technologies. Drawing on patent data from the Thomson Innovation database, the study seeks to understand whether anchor tenant capability is indeed forming in emerging markets. A tech-mining method is applied. The study suggests that China, in particular, has dramatically increased its innovative capacity in the area. However, the data also demonstrate the significant advantages enjoyed by incumbent firms from Europe and the USA, suggesting that the complexity of aircraft R&D remains a formidable barrier that can only be surmounted by determined government policies and anchor firms equipped with substantial innovation capabilities.     

Technological complexity and economic development

Although technological complexity seems to be a crucial determinant of economic development, it remains insufficiently explored. Relying on microinformation stored in individual patent applications and by applying the network view of countries linked to the technologies they develop, we create a global technology space and derive complexity measures that position countries in this space. We use then the measures of technological diversification and the ubiquity of technologies present in a country’s technology portfolio as an input to explain the role of technological complexity in countries’ income and economic development. We show that a country’s position in the global technology space affects its level of income and growth. The main channel through which it happens is the exclusiveness and uniqueness of the technological portfolio a country has, as compared to the remaining countries.