The hidden soul of financial innovation: An agent-based modelling of home mortgage securitization and the finance-growth nexus

This paper investigates the interaction between financial innovation and securitization. To this end, it introduces the rate of financial innovation (RoFIN) as an endogenous variable in an Agent-Based Model (ABM) set up and studies its interaction with the non-fixed fraction of securitized mortgage loans. RoFIN is able to capture financial agents’ business decisions on using financial innovation tools, processes and services, such as the home mortgage securitization process. In the aftermath of the 2007–2009 financial and economic crisis it has been argued that financial innovation and securitization have increased macro/finance systemic instability via, for example, non-linear two-way spillovers between the financial system and the macroeconomy. The ABM model proposed enables the capture of these dynamics. High values of RoFIN (i.e. exceeding the threshold of 50%) make financial innovation become harmful for the economic system, leading to a switch from a virtuous to an unvirtuous business cycle. When RoFIN reaches 90%, the numerical simulations come close to the macro/finance dynamics observed before and during the financial crisis. Given its potential role in triggering financial and economic instability, RoFIN is of interest for financial regulation and supervision. How this endogenous variable may be influenced by means of operational variables under the control of policymakers remains a subject for future research.     

Innovation strategy and the patenting behavior of firms

This paper investigates whether firms’ innovation strategies affect their patenting behavior, as measured by both the probability of having a patent portfolio and the number of active patents held. Three main dimensions of an innovation strategy are taken into account: the relative importance of basic research, applied research and development work in total R&D activities, the product or process orientation of innovation efforts, and the extent to which firms enter into collaborative R&D with other institutions. The major findings can be summarized as follows: (1) taking into account the various dimensions of an innovation strategy turns out to approximate the patenting behavior of firms better than the traditional Schumpeterian hypotheses related to firm size and market power; (2) there is a positive relationship between the patent portfolio of firms and an outward-oriented innovation strategy characterized by R&D partnerships with external organizations - scientific institutions and competitors in particular; (3) process-oriented innovators patent less than product-oriented innovators; (4) a stronger focus on basic and applied research is associated with a more active patenting behavior; (5) firms that perceive high barriers to innovation (internal, risk-related or external barriers) have smaller patent portfolios; (6) the perceived limitations of the patent system do not significantly influence the patenting behavior, suggesting that firms patent for other strategic reasons than merely protecting innovation rents.     

The Impact of Cost Changes on Industry Entry and Exit

Increases in costs may have interesting, non-obvious effects on industry entry and exit. Three cases are possible when costs rise: the competitor neutral case, in which entry decreases and exit increases, entrant favoring, in which entry and exit both increase, and incumbent favoring, in which entry and exit both decrease. The model places restrictions on which outcomes are possible given which costs rise (marginal or fixed). The model can be used to examine the impacts of cost-increasing regulation or exogenous process innovation on industry entry and exit.      

Exploratory analysis of the impact of information dynamics on innovation diffusion

Understanding the dynamic nature of innovation diffusion processes, and mechanisms underlying these dynamics is crucial, since such an understanding is potentially very important in designing effective innovation support policies and developing better diffusion forecasts. The role of information diffusion in conditioning the diffusion dynamics of an innovation is the locus of this study. In order to investigate this, a simulation model that distinguishes between the real attributes of the innovation and their perceived levels by the user groups has been developed. The model makes it possible to separately trace the diffusion dynamics of innovation and the information about an innovation. Additionally, the formulation of the model enables the message broadcasted via word-of-mouth to change in nature from positive to negative, or vice versa. This generic model is used in an exploratory way, which is discussed as a novel approach for conducting a simulation-based analysis. Such an exploration covers a wide range of plausible diffusion behaviors, and aims to demonstrate the extent to which information imperfections and dynamics may influence the diffusion process. During experiments it is observed that information imperfections as well as the pace of learning processes may yield significant changes in the diffusion patterns. These changes may be in the form of altering the basic characteristics of the well-known S-shaped diffusion curve, as well as stopping the diffusion at much lower levels than full adoption. The analysis presented in the article shows that exploratory analysis is a promising way to utilize simulation models for developing general insights about dynamics processes.     

Environmental Innovations and Firm Profitability: Unmasking the Porter Hypothesis

We examine impacts of different types of environmental innovations on firm profits. Following Porter’s (Sci Am 264(4):168, 1991) hypothesis that environmental regulation can improve firms’ competitiveness, we distinguish between regulation-induced and voluntary environmental innovations. We find that innovations which do not improve firms’ resource efficiency do not provide positive returns to profitability. However, innovations that increase a firm’s resource efficiency in terms of material or energy consumption per unit of output have a positive impact on profitability. This positive result holds for both regulation-induced and voluntary innovations, although the effect is greater for regulation-driven innovation. We conclude that the Porter hypothesis does not hold in general for its “strong” version, but depends on the type of environmental innovation. Our findings rest on firm-level data from the German part of the Community Innovation Survey 2008 (CIS 2008).     

Discontinuous innovation capability accumulation in latecomer natural resource-processing firms

Most of the studies that describe the building of innovation capability in emerging and developing economies have focused on the ways in which latecomer firms develop continuously towards advanced capability levels along existing technological trajectories, particularly for the assembled products industries, especially in Asia. A slightly different approach is adopted herein by focusing on pathways of discontinuous capability building of firms in natural resource-processing industries. By drawing on evidence from a variety of case studies taken from 13 forestry, pulp, and paper firms in Brazil in the period 1950-2007, it was found that: (1) in contrast with the majority of case studies reported in the literature, the pathways followed by firms in their accumulation of innovation capability involved a qualitative departure from the established technological trajectory at an early stage in the development of their capability; (2) the pathways of firms along the new technological trajectories were nevertheless characterised by a high degree of variability (from intermediate to world leading innovators) in terms of the levels and speeds of the accumulation of innovation capability; (3) firms that have attained progressively higher levels of innovative performance have more rapidly developed a combination of internal and external research-based arrangements in order to undertake increasingly complex, but firm-centred innovation efforts. This paper sheds some light on some of the discussions that relate to the role of natural resources in the patterns of industrial progress and growth in those countries endowed with particular natural resource-based industries. It also provides a methodological contribution to the study of the long-term innovation strategies that make use of the dynamics of capability building, especially within natural resource-processing industries.     

The impact of dual network structure on firm performance: the moderating effect of innovation strategy

ABSTRACT

Firm innovation is embedded in a collaboration network among researchers and a knowledge network composed of knowledge elements; the two networks are decoupled. Guided by social network theory, this study puts forward the definition and the classification of firm dual network structure, probes into the influence of dual network structure on firm performance, and explores the alignment between innovation strategy and firm dual network structure. We conduct an empirical study of 183 listed companies in China from 2004 to 2018. It is found that the four types of dual network structure all have positive impacts on firm performance, and the impact of a collaboration network is slightly higher than that of a knowledge network. Besides, innovation strategy plays a positive moderating role in the relationship between dual network structure and firm performance. Our findings provide new ideas for firms to identify and optimise knowledge and collaboration network structures and match them with innovation strategy to improve performance.     

Innovation and ICT in service firms: towards a multidimensional approach for impact assessment

This article focuses on the multimodal character of innovation in services firms as the analytical framework by which to assess the role of different sources and agents, ICT in particular, in enabling various impacts of innovation. The peculiarities of service innovation require a wider approach than that observed for goods innovation, which is less focused on non-technological aspects. An ad hoc survey was carried out in the region of Madrid to test a microeconometric and multidimensional approach at the firm level. Specific impacts of innovation are examined by carrying out an ordered probit model with sample selection. Results indicate a certain correspondence between the multidimensional nature of service innovation and a preliminary impact assessment. The paper notes that ICT and clients–providers interactions are both important, acting to facilitate different types of service innovation.

Models of technological development and their relevance to advances in transportation

This study presents a general theory of technological development. In essence, two factors play an important role in the process of innovation. One is “learning” or acquisition of relevant production skills; the other is scale of operations of technology. The theory is applied to a variety of cases of innovation in the locomotive, tank ship, and aircraft technology over the course of time. It is suggested that the role of learning is far more important than hitherto recognized. In particular, development of new techniques is based on the rules of thumb rather than on the search for an objective optimum. The empirical results of the study further indicate that the process of learning in the development of transportation technology appears to have taken place largely in the capital-producing rather than in the capital-using sector. This confirms a conjecture of long-standing: at least in some sectors of the economy, all investment has the character of investment in R&D. Further, the role of learning is found to have been comparable to growth of scale. Thus, acquisition of production skills may well be an important alternative to large-scale technology. It is concluded that the process of technological change is appropriately viewed from the inside out rather than exclusively from the outside in.     

基于SECI模型的知识创造与金融产品创新机制研究

金融产品创新是商业银行保持竞争优势、顺利实现转型、参与国际竞争的必要条件。本文在对知识创造过程、金融产品创新影响因素以及知识管理技术等相关研究进行系统梳理,选择Nonaka的SECI知识创造模型作为重要理论基础,探索知识创造过程和知识管理系统对商业银行金融产品创新能力的影响机制,分析了知识创造过程中的社会化、外化综合化和内化四个维度在商业银行中的具体活动和特征,通过影响银行的流程和业务行为,从而对金融产品创新能力提升产生积极的推动作用。同时,系统分析商业银行中知识管理系统对知识创造过程上述四个维度有直接的支撑作用,同时会利用知识创造过程会间接的影响金融创新能力提升。另外,知识管理系统也会对商业银行的金融创新能力有直接的支撑作用,从知识管理视角分析完善商业银行产品创新理论,为商业银行创新能力提升提供理论指导和实践参考。     

Does organizational innovation moderate technical innovation directly or indirectly?

We find a divergence in the literature regarding the treatment of how organizational innovation affects innovation and performance. One point of view suggests that organizational innovation impacts performance only, while the other suggests that it impacts technical innovation and firm performance. We use the framework of Crepon-Duguet-Mairesse (CDM) to control for endogeneity; we also use two different measures for organizational innovation. Our contributions to the literature are: the CDM framework in this context is novel; prior research either did not/could not control for endogeneity whereas the CDM framework mitigates this. To discriminate between the direct and indirect approach, we implemented AIC and BIC tests. We find that for the innovation equations in all cases and regardless of which organizational innovation variable is used the direct model is preferable. In contrast, for the productivity equations, we find that in all cases the indirect model is preferable. Thus we do not have a definitive statistical test for which model is superior. Yet, it is our contention that organizational innovation is a new routine within the firm that should impact technical innovation. Furthermore, organizational design theories deduce that organizational innovation should impact technical innovation-implying that the direct model is indeed preferable.     

用能技术还是管理技术？——绿色技术创新发生环节和类型的抉择

为厘清环境规制对企业绿色技术创新的影响及其机理,本文从企业绿色技术创新发生的环节和类型的视角切入,将企业绿色技术创新分为用能技术创新和管理技术创新两大类及其下设的七小类,并将之在生产链环节（源头、过程和末端）上加以归类,通过匹配沪深A股上市公司、《中国环境统计年鉴》和《中国工业经济统计年鉴》获取了关于环境规制和企业绿色技术创新的指标,研究了环境规制约束下企业技术绿色创新的抉择。结果发现：第一,环境规制整体上未对企业绿色技术创新有明显促进作用,“创新补偿”效应难以成立;第二,其内驱因素是,环境规制显著降低了企业生产率和收益率;第三,其外部原因是,与低污染行业企业相比,环境规制对高污染行业企业的绿色技术创新有一定促进作用,体现在用能技术创新、管理技术创新两方面,并分布在生产链的源头、过程及末端三个环节;第四,其外部原因还包括环境规制作用的阶段性,环境规制对个别绿色技术创新指标造成了先促进后抑制的影响,也影响了“创新补偿”效应的成立。据此,本文对环境规制约束下企业绿色技术创新的激励和选择提供一定启示。     

Bridging the gap between technological possibilities and people:: Involving people in the early phases of technology development

Technology provides endless promising possibilities to support people's lives. In reality, it is not a matter of what is possible, but rather a matter of how and when technology will be integrated, accepted and adopted by people. However, conventionally within organizations the areas of technology development and market research are not closely related nor applied in the process of innovation and do not always share the same scope. In that sense there is a gap between the potential of technology and humankind's preferences.This paper discusses the current areas of technology development and market research in a business environment and proposes an integrated approach to bridge the gap between technology and people, in which people, rather than market sizes become central in the development of technology. In addition, it also describes how this approach of people-driven innovation is brought into practice through the development of early experience demonstrators. The core focus of this paper is on the processes and practices regarding innovation within an organization, rather than the adoption of innovation by users or the rate of the adoption of a marketed solution (Rogers, 1995 [E.M. Rogers, Diffusion of Innovations, The Free Press, New York, 1995. [1]]).     

Beyond product innovation: deciphering process-oriented innovators,complementarities and performance effects

Relatively little attention has been paid to the understanding of process innovation, compared to the well-researched product innovation. This paper contributes to improve our understanding of process innovation and its specific process capabilities and performance by exploring, across many industries, 4,608 process-oriented innovators. Process innovation is defined as adoption of technologically new or significantly improved production methods, including changes in equipment, organisation or methods of product delivery. Process-oriented innovators or process seekers are those firms which usually only introduce process innovation, and no product innovation. These have received less attention by scholars. Results show that process innovation without also organisational innovation complements constrains innovative performance. Complex process-based innovation complementarities result from the simultaneous development and integration of new machinery and organisational innovations.     

Dynamics of firm's network community associations and firm's innovation performance

ABSTRACT

R&D network structures have crucial impacts on firm's innovation performance. However, most previous studies have been based on the whole or ego network perspective, few studies have investigated the influence of community structure that a firm is engaged in on its innovation performance, and it is still unclear how a firm's relation to network community affect its innovation performance. This research aims to address this gap by focusing on the dynamics of firm's network community associations, empirically investigate the relationship between dynamics of firm's network community associations and its innovation performance. Based on the unbalanced panel data of smartphone R&D network during year 2004–2017, the results demonstrate that change in community member associations and movement across communities both have inverted-U-shaped effects on firm's innovation performance. Moreover, innovation openness depth has moderating effects on the relationships between dynamics of firm's network community associations and its innovation performance.     

R&D,innovation activity,and the use of external numerical flexibility

We address theoretically and empirically the impact of R&D and innovation activity (IA) on the use of external numerical flexibility (ENF). We build a firm-sided model showing that a first-order stochastic dominance shift in the productivity distribution function decreases the probability of hiring workers with temporary contracts, while a second-order shift has ambiguous effects. Next, using a dataset based on a survey of Italian manufacturing firms, we find that R&D and IA increase the extensive and intensive margins of employing workers with temporary contracts. Moreover, we disentangle the impact of different types of R&D and IA, finding that extra muros R&D always has a positive effect, while the effect of intra muros R&D is generally null. Also the effect of IA changes according to the type of activity: positive with product innovation, null with process innovation.     

Restructuring in the British Construction Industry: Implications of Recent Changes in Project Management and Technology

Theoretical and policy treatments of the processes and management of innovation in construction have neglected the complexity of the social practices in construction and the new conflicts between the parties that may arise from the introduction of organizational and technological change. Based on extensive interviews with contractors, consultants, suppliers and developers, this paper shows that new developments in project management and technologies have not eliminated the adversarial relations associated with the traditional contracting system but have created the potential for new conflicts in the construction sector that might affect innovation adversely. These problems may be further exacerbated by the impacts of these changes on skills and employment conditions in the construction industry. It is argued that these new conflicts suggest the need for research and policy initiatives to move beyond stylized generalizations of the industry.     

Separation of Regulatory Powers When Contracts Are Incomplete

The investment of a regulated firm affects the service/good provided on many dimensions. Should an integrated regulator take care of them all? Or is it better to have separate regulators responsible for them? We analyze the effect of the separation of regulatory powers on the regulated firm's ex ante incentive to invest in a “cooperative” innovation. The effects of the innovation are not verifiable and the cost of investing is sunk, hence, there is a problem of hold‐up. We find that when the innovation produces opposite effects the ex ante firm's incentive to invest is larger in the case of separation than in the case of integrated regulation. We also stress the risk of over‐investment that the separation of regulatory powers may induce. We maintain that along with classical incentive regulation—which mainly provides incentives for the firm to be efficient—the separation of regulatory powers may play a role in providing an incentive for cooperative innovations.     

An innovation index based on factor analysis

Factor analysis techniques are applied to develop an innovation index which indicates the relative tendency of various industrial sectors to innovate. The index is derived from various input variables which reflect the extent to which resources are allocated to achieve innovation and output variables which measure the extent to which new product and process innovation is achieved. In constructing the innovation index, each of the variables is weighted in accordance to its involvement in factor patterns which best reproduce correlations in the set of statistics. The innovation index is applied to rank-order various industrial sector and changes in innovation characteristics over time are indicated by index values determined for 1960, 1963 and 1970. Relationships are established between values of the innovation index and interindustry differences in the dynamics of the development of markets created through technological innovation. Application of these relationships for projecting the rate at which markets will develop for new technological innovations is discussed.