Purpose:This study aims to explore how network intermediaries influence collaborative innovation performance within inter-organizational technological collaboration networks.Design/methodology/approach:This study empl...Purpose:This study aims to explore how network intermediaries influence collaborative innovation performance within inter-organizational technological collaboration networks.Design/methodology/approach:This study employs a mixed-method approach,combining quantitative social network analysis with regression techniques to investigate the role of network intermediaries in collaborative innovation performance.Using a patent dataset of Chinese industrial enterprises,the research constructs the collaboration networks and analyzes their structural positions,particularly focusing on their role as intermediaries,characterized by betweenness centrality.Negative binomial regression analysis is employed to assess how these network characteristics shape innovation outcomes.Findings:The study reveals that firms in intermediary positions enhance collaborative innovation performance,but this effect is nuanced.A key finding is that network clustering negatively moderates the intermediary-innovation relationship.Highly clustered networks,while fostering local collaboration,may limit the innovation potential of intermediaries.On the other hand,relationship strength,measured by collaboration intensity and trust among firms,positively moderates the intermediary-innovation link.Research limitations:This study has several limitations that present opportunities for further research.The reliance on quantitative social network analysis may overlook the complexity of intermediaries’roles,and future studies could benefit from incorporating qualitative methods to better understand cultural and institutional factors.Additionally,cross-country comparisons are needed to assess the consistency of these dynamics in different contexts.Practical implications:The study offers practical insights for firms and policymakers.Organizations should strategically position themselves as network intermediaries to access diverse information and resources,thereby improving innovation performance.Building strong trust helps using network intermediary advantages.For firms in highly clustered networks,it is important to seek external partners to avoid limiting their exposure to new ideas and technologies.This research emphasizes the need to balance network diversity with relationship strength for sustained innovation.Originality/value:This research contributes to the literature by offering new insights into the role of network intermediaries,presenting a comprehensive framework for understanding the interaction between network dynamics and firm innovation.展开更多
Tokyo,Japan–FaW TOKYO(FASHION WORLD TOKYO),the renowned international fashion trade show,is gearing up for its spring edition,promising an exciting showcase of global fashion trends,technology innovations,and traditi...Tokyo,Japan–FaW TOKYO(FASHION WORLD TOKYO),the renowned international fashion trade show,is gearing up for its spring edition,promising an exciting showcase of global fashion trends,technology innovations,and traditional craftsmanship.From April 17-19,Tokyo Big Sight in Japan gathers a diverse array of international exhibitors and highlighting the best of Japanese fashion excellence.展开更多
This paper systematically combs the core ideas of the craftsman spirit at home and abroad,inherits the traditional crafts?man spirit of our country,and at the same time absorbs the nourishing parts of foreign countrie...This paper systematically combs the core ideas of the craftsman spirit at home and abroad,inherits the traditional crafts?man spirit of our country,and at the same time absorbs the nourishing parts of foreign countries.This paper studies the goal,cur?riculum system,teaching method,assessment system and management system of the“Double Creation”—the innovation and en?trepreneurship spirits—education for business English majors.展开更多
Children are the future of the society. Of all the factors of children's innovation is the most important. The concept of innovation has been closely tied to the push for school choice, serving as a key rationale ...Children are the future of the society. Of all the factors of children's innovation is the most important. The concept of innovation has been closely tied to the push for school choice, serving as a key rationale for such choice plans of school assignment. While innovation continually put forward throughout Chinese education, some versions of school choice are specifically designed to accelerate the pace of innovation. This presentation will provide an analysis of acceleration of innovation.展开更多
This paper starts with the analysis of the lack of students'innovation consciousness in the topic selection,and aims to improve the teachers cultivation of students innovation consciousness in the process of stude...This paper starts with the analysis of the lack of students'innovation consciousness in the topic selection,and aims to improve the teachers cultivation of students innovation consciousness in the process of students topic selection.Five guidelines:guide students to bring forth new ideas in“minor topic selection”,combine with the practical situation of the major,seek for innovation in the intersection of multiple disciplines,seek for innovation in previous research problems and seek for innovation in problem discussion.展开更多
Purpose: This study aims at identifying potential industry-university-research collaboration(IURC) partners effectively and analyzes the conditions and dynamics in the IURC process based on innovation chain theory....Purpose: This study aims at identifying potential industry-university-research collaboration(IURC) partners effectively and analyzes the conditions and dynamics in the IURC process based on innovation chain theory.Design/methodology/approach: The method utilizes multisource data, combining bibliometric and econometrics analyses to capture the core network of the existing collaboration networks and institution competitiveness in the innovation chain. Furthermore, a new identification method is constructed that takes into account the law of scientific research cooperation and economic factors.Findings: Empirical analysis of the genetic engineering vaccine field shows that through the distribution characteristics of creative technologies from different institutions, the analysis based on the innovation chain can identify the more complementary capacities among organizations.Research limitations: In this study, the overall approach is shaped by the theoretical concept of an innovation chain, a linear innovation model with specific types or stages of innovation activities in each phase of the chain, and may, thus, overlook important feedback mechanisms in the innovation process.Practical implications: Industry-university-research institution collaborations are extremely important in promoting the dissemination of innovative knowledge, enhancing the quality of innovation products, and facilitating the transformation of scientific achievements.Originality/value: Compared to previous studies, this study emulates the real conditions of IURC. Thus, the rule of technological innovation can be better revealed, the potential partners of IURC can be identified more readily, and the conclusion has more value.展开更多
In this article, an innovation diffusion model with the nonlinear acceptance is proposed to describe the dynamics of three competing products in a market. It is proved that the model admits a unique positive equilibri...In this article, an innovation diffusion model with the nonlinear acceptance is proposed to describe the dynamics of three competing products in a market. It is proved that the model admits a unique positive equilibrium, which is globally stable by excluding the existence of periodic solutions and by using the theory of three dimensional competition systems.展开更多
Software defined optical networks (SDONs) integrate software defined technology with optical communication networks and represent the promising development trend of future optical networks. The key technologies for ...Software defined optical networks (SDONs) integrate software defined technology with optical communication networks and represent the promising development trend of future optical networks. The key technologies for SDONs include software-defined optical transmission, switching, and networking. The main features include control and transport separation, hard-ware universalization, protocol standardization, controllable optical network, and flexible optical network applications. This paper introduces software defined optical networks and its innovation environment, in terms of network architecture, protocol extension solution, experiment platform and typical applications. Batch testing has been conducted to evaluate the performance of this SDON testbed. The results show that the SDON testbed has good scalability in different sizes. Meanwhile, we notice that controller output bandwidth has great influence on lightpath setup delay.展开更多
The licensing strategies and innovation incentives of downstream firms in a Stackelberg duopoly model were analyzed under three respective assumptions that upstream industry is monopoly, duopoly, or perfect competitio...The licensing strategies and innovation incentives of downstream firms in a Stackelberg duopoly model were analyzed under three respective assumptions that upstream industry is monopoly, duopoly, or perfect competition. It is found that the Stackelberg firm may license his drastic innovation by a fixed royalty rate which is lower than innovalion size. The incentives of drastic innovation of Stackelberg firm facing input suppfiers with market power decrease considerably even onder royalty licensing, compared with facing perfectly competitive input market.展开更多
Attention is concentrated on how to perform the innovative design during the process of pumping unit conceptual design, and how to enhance design efficiency and inspire creativity. Aiming at the shortages of conceptua...Attention is concentrated on how to perform the innovative design during the process of pumping unit conceptual design, and how to enhance design efficiency and inspire creativity. Aiming at the shortages of conceptual design, introducing the theory of inventive problem solving (TRIZ) into the mechanical product design for producing innovative ideas, and using the advanced computer-aided technique, the intelligent decision support system (IDSS) based on TRIZ (TRIZ-IDSS) has been constructed. The construction method, system structure, conceptual production, decisionmaking and evaluation of the problem solving subsystem are discussed. The innovative conceptual design of pumping units indicates that the system can help the engineers open up a new space of thinking, overcome the thinking inertia, and put forward innovative design concepts. This system also can offer the scientific instructions for the innovative design of mechanical products.展开更多
At the beginning of 2017,on behalf of the Editorial Board of Green Energy&Environment(GEE),we wish all of our readers,authors and reviewers a very happy and successful2017.Looking back to 2016,GEE has received man...At the beginning of 2017,on behalf of the Editorial Board of Green Energy&Environment(GEE),we wish all of our readers,authors and reviewers a very happy and successful2017.Looking back to 2016,GEE has received many submissions from many countries all over the world since it was launched in April 2016.In the former three issues published,we remain committed to delivering those articles which should be展开更多
In this article, a nonlinear mathematical model for innovation diffusion with stage structure which incorporates the evaluation stage (time delay) is proposed. The model is analyzed by considering the effects of ext...In this article, a nonlinear mathematical model for innovation diffusion with stage structure which incorporates the evaluation stage (time delay) is proposed. The model is analyzed by considering the effects of external as well as internal influences and other demographic processes such as emigration, intrinsic growth rate, death rate, etc. The asymptotical stability of the various equilibria is investigated. By analyzing the exponential characteristic equation with delay-dependent coefficients obtained through the variational matrix, it is found that Hopf bifurcation occurs when the evaluation period (time delay, T) passes through a critical value. Applying the normal form theory and the center manifold argument, we de- rive the explicit formulas determining the properties of the bifurcating periodic solutions. To illustrate our theoretical analysis, some numerical simulations are also included.展开更多
The target system was built to evaluate the efficiency of technical innovation for 13 cities and three regions in Jiangsu province based on the data envelopment analysis. This paper comparatively analyzed the efficien...The target system was built to evaluate the efficiency of technical innovation for 13 cities and three regions in Jiangsu province based on the data envelopment analysis. This paper comparatively analyzed the efficiency of innovation and scaling return for each region in Jiangsu province. The projection analysis on production frontier face for inefficient regions was also performed. Evolving rules and regional difference of technical innovation system of Jiangsu province were explored. Some important results and suggestion were obtained.展开更多
Today, there are still some amphibolous understanding on the concepts of endogenous innovation and its three patterns in academia field. Grasping the intension and extension of these concepts will contribute to direct...Today, there are still some amphibolous understanding on the concepts of endogenous innovation and its three patterns in academia field. Grasping the intension and extension of these concepts will contribute to direct the innovation undertakers engaging innovation and the governments establishing innovation system. In order to achieve such aims, we firstly introduced the concept of endogenous innovation and its three patterns. Secondly, this paper established a concept model to describe the typical route of a technology's forming. Based on this model, we went deep into analysis on original innovation, integrative innovation, and re-innovation after digesting the introduced technology from different views. Through these analyses, we also discussed which kind of innovation is suitable for different corporations. In the last part of this paper, we summarized our main conclusions and gave some suggestions to the corporations and governments.展开更多
This Paper presents a valid innovation design method for electronic consuming products figures. Using the technology evaluation principle in TRIZ (theory of inventive problem solving) theory as a powerful tool, comb...This Paper presents a valid innovation design method for electronic consuming products figures. Using the technology evaluation principle in TRIZ (theory of inventive problem solving) theory as a powerful tool, combined with consumer psychology and relevant knowledge on products modeling methodology, evolution patterns and evolution paths of electronic consuming products figures have been explored. Moreover a set of regulations working for figures innovation design is established.展开更多
It's widely argued that a business environment of budget control and innovation can be antithetical.This essay explores the ways that management accounting and control practices might enable organizations to achie...It's widely argued that a business environment of budget control and innovation can be antithetical.This essay explores the ways that management accounting and control practices might enable organizations to achieve both control and innovation in the current globalised economy on a basis of the different views in the management control systems(MCSs) and innovation.展开更多
In order to find the roles of knowledge-intensive business services (KIBS) in the innovation activities, This paper focus on three perspectives. First, we find that KIBS possess good prerequisites to function as veh...In order to find the roles of knowledge-intensive business services (KIBS) in the innovation activities, This paper focus on three perspectives. First, we find that KIBS possess good prerequisites to function as vehicles in innovation distribution, the sources of innovation and the facilitators of innovation in their client firms. Second, we further discuss KIBS as the knowledge and innovation infrastructure of society in parallel with the research, educational and other public institutions. Third, we present some research policies and agenda to promote the development of KIBS. It is regarded that much remains to be studied both in the use of KIBS and in their own activities, including integrating and networking the knowledge-intensive services into the client companies, the convergence of various services and closer connection with the client companies' strategy, and the national policies to connect the KIBS to the different sectors.展开更多
The French Lieutenant's Woman is one of John Fowles'masterpieces.In this novel,Fowles presents a Victorian tri angle love story through the employment of a series of experimental writing techniques,making the ...The French Lieutenant's Woman is one of John Fowles'masterpieces.In this novel,Fowles presents a Victorian tri angle love story through the employment of a series of experimental writing techniques,making the novel a perfect fusion of tradition and innovation.This article intends to analyze the application of tradition and innovation in the novel in terms of its unique characterization,matafictional narrative devices and the multiple endings.展开更多
Drawing on the results of the third Community Innovation Survey and the third European Working Conditions Survey, this paper develops aggregate indicators at the national level of innovation modes and forms of work or...Drawing on the results of the third Community Innovation Survey and the third European Working Conditions Survey, this paper develops aggregate indicators at the national level of innovation modes and forms of work organization for the 15 member nations of the European Union in 2000. The analysis based on these indicators demonstrates that there is a close connection between how people work and learn in a country and the way firms' innovate. Specifically, it shows that in nations where work is organized to support high levels of discretion in solving complex problems firms tend to be more active in terms of endogenous innovation, i.e. innovation developed, at least to some degree, in house. In countries where learning and problem-solving on the job are more constrained, and little discretion is left to the employee, firms tend to engage in a supplier-dominated innovation strategy. The technological renewal of these firms reflects, almost exclusively, absorption of innovations developed elsewhere.展开更多
基金supported by the National Social Science Fund of China(No.22FGLB035)Fujian Provincial Federation of Social Sciences(No.FJ2023B109).
文摘Purpose:This study aims to explore how network intermediaries influence collaborative innovation performance within inter-organizational technological collaboration networks.Design/methodology/approach:This study employs a mixed-method approach,combining quantitative social network analysis with regression techniques to investigate the role of network intermediaries in collaborative innovation performance.Using a patent dataset of Chinese industrial enterprises,the research constructs the collaboration networks and analyzes their structural positions,particularly focusing on their role as intermediaries,characterized by betweenness centrality.Negative binomial regression analysis is employed to assess how these network characteristics shape innovation outcomes.Findings:The study reveals that firms in intermediary positions enhance collaborative innovation performance,but this effect is nuanced.A key finding is that network clustering negatively moderates the intermediary-innovation relationship.Highly clustered networks,while fostering local collaboration,may limit the innovation potential of intermediaries.On the other hand,relationship strength,measured by collaboration intensity and trust among firms,positively moderates the intermediary-innovation link.Research limitations:This study has several limitations that present opportunities for further research.The reliance on quantitative social network analysis may overlook the complexity of intermediaries’roles,and future studies could benefit from incorporating qualitative methods to better understand cultural and institutional factors.Additionally,cross-country comparisons are needed to assess the consistency of these dynamics in different contexts.Practical implications:The study offers practical insights for firms and policymakers.Organizations should strategically position themselves as network intermediaries to access diverse information and resources,thereby improving innovation performance.Building strong trust helps using network intermediary advantages.For firms in highly clustered networks,it is important to seek external partners to avoid limiting their exposure to new ideas and technologies.This research emphasizes the need to balance network diversity with relationship strength for sustained innovation.Originality/value:This research contributes to the literature by offering new insights into the role of network intermediaries,presenting a comprehensive framework for understanding the interaction between network dynamics and firm innovation.
文摘Tokyo,Japan–FaW TOKYO(FASHION WORLD TOKYO),the renowned international fashion trade show,is gearing up for its spring edition,promising an exciting showcase of global fashion trends,technology innovations,and traditional craftsmanship.From April 17-19,Tokyo Big Sight in Japan gathers a diverse array of international exhibitors and highlighting the best of Japanese fashion excellence.
文摘This paper systematically combs the core ideas of the craftsman spirit at home and abroad,inherits the traditional crafts?man spirit of our country,and at the same time absorbs the nourishing parts of foreign countries.This paper studies the goal,cur?riculum system,teaching method,assessment system and management system of the“Double Creation”—the innovation and en?trepreneurship spirits—education for business English majors.
文摘Children are the future of the society. Of all the factors of children's innovation is the most important. The concept of innovation has been closely tied to the push for school choice, serving as a key rationale for such choice plans of school assignment. While innovation continually put forward throughout Chinese education, some versions of school choice are specifically designed to accelerate the pace of innovation. This presentation will provide an analysis of acceleration of innovation.
文摘This paper starts with the analysis of the lack of students'innovation consciousness in the topic selection,and aims to improve the teachers cultivation of students innovation consciousness in the process of students topic selection.Five guidelines:guide students to bring forth new ideas in“minor topic selection”,combine with the practical situation of the major,seek for innovation in the intersection of multiple disciplines,seek for innovation in previous research problems and seek for innovation in problem discussion.
基金funded by National Natural Science Foundation of China (Grant No. 71704170)the China Postdoctoral Science Foundation funded project (Grant No. 2016M590124)the Youth Innovation Promotion Association, CAS (Grant No. 2016159)
文摘Purpose: This study aims at identifying potential industry-university-research collaboration(IURC) partners effectively and analyzes the conditions and dynamics in the IURC process based on innovation chain theory.Design/methodology/approach: The method utilizes multisource data, combining bibliometric and econometrics analyses to capture the core network of the existing collaboration networks and institution competitiveness in the innovation chain. Furthermore, a new identification method is constructed that takes into account the law of scientific research cooperation and economic factors.Findings: Empirical analysis of the genetic engineering vaccine field shows that through the distribution characteristics of creative technologies from different institutions, the analysis based on the innovation chain can identify the more complementary capacities among organizations.Research limitations: In this study, the overall approach is shaped by the theoretical concept of an innovation chain, a linear innovation model with specific types or stages of innovation activities in each phase of the chain, and may, thus, overlook important feedback mechanisms in the innovation process.Practical implications: Industry-university-research institution collaborations are extremely important in promoting the dissemination of innovative knowledge, enhancing the quality of innovation products, and facilitating the transformation of scientific achievements.Originality/value: Compared to previous studies, this study emulates the real conditions of IURC. Thus, the rule of technological innovation can be better revealed, the potential partners of IURC can be identified more readily, and the conclusion has more value.
基金Project Supported by the National Natural Science Fund of China(10571143) the Research Fund of Southwest Normal University
文摘In this article, an innovation diffusion model with the nonlinear acceptance is proposed to describe the dynamics of three competing products in a market. It is proved that the model admits a unique positive equilibrium, which is globally stable by excluding the existence of periodic solutions and by using the theory of three dimensional competition systems.
基金supported by ZTE Industry-Academia-Research Cooperation Funds under Grant No.Surrey-Ref-9953
文摘Software defined optical networks (SDONs) integrate software defined technology with optical communication networks and represent the promising development trend of future optical networks. The key technologies for SDONs include software-defined optical transmission, switching, and networking. The main features include control and transport separation, hard-ware universalization, protocol standardization, controllable optical network, and flexible optical network applications. This paper introduces software defined optical networks and its innovation environment, in terms of network architecture, protocol extension solution, experiment platform and typical applications. Batch testing has been conducted to evaluate the performance of this SDON testbed. The results show that the SDON testbed has good scalability in different sizes. Meanwhile, we notice that controller output bandwidth has great influence on lightpath setup delay.
文摘The licensing strategies and innovation incentives of downstream firms in a Stackelberg duopoly model were analyzed under three respective assumptions that upstream industry is monopoly, duopoly, or perfect competition. It is found that the Stackelberg firm may license his drastic innovation by a fixed royalty rate which is lower than innovalion size. The incentives of drastic innovation of Stackelberg firm facing input suppfiers with market power decrease considerably even onder royalty licensing, compared with facing perfectly competitive input market.
文摘Attention is concentrated on how to perform the innovative design during the process of pumping unit conceptual design, and how to enhance design efficiency and inspire creativity. Aiming at the shortages of conceptual design, introducing the theory of inventive problem solving (TRIZ) into the mechanical product design for producing innovative ideas, and using the advanced computer-aided technique, the intelligent decision support system (IDSS) based on TRIZ (TRIZ-IDSS) has been constructed. The construction method, system structure, conceptual production, decisionmaking and evaluation of the problem solving subsystem are discussed. The innovative conceptual design of pumping units indicates that the system can help the engineers open up a new space of thinking, overcome the thinking inertia, and put forward innovative design concepts. This system also can offer the scientific instructions for the innovative design of mechanical products.
文摘At the beginning of 2017,on behalf of the Editorial Board of Green Energy&Environment(GEE),we wish all of our readers,authors and reviewers a very happy and successful2017.Looking back to 2016,GEE has received many submissions from many countries all over the world since it was launched in April 2016.In the former three issues published,we remain committed to delivering those articles which should be
基金the Support Provided by the I.K.G. Punjab Technical University,Kapurthala,Punjab,India,where one of us(RK) is a Research Scholar
文摘In this article, a nonlinear mathematical model for innovation diffusion with stage structure which incorporates the evaluation stage (time delay) is proposed. The model is analyzed by considering the effects of external as well as internal influences and other demographic processes such as emigration, intrinsic growth rate, death rate, etc. The asymptotical stability of the various equilibria is investigated. By analyzing the exponential characteristic equation with delay-dependent coefficients obtained through the variational matrix, it is found that Hopf bifurcation occurs when the evaluation period (time delay, T) passes through a critical value. Applying the normal form theory and the center manifold argument, we de- rive the explicit formulas determining the properties of the bifurcating periodic solutions. To illustrate our theoretical analysis, some numerical simulations are also included.
基金Philosophy &Social Science Project of the Department of Education of Jiangsu Province( 0 3 SJD63 0 17)
文摘The target system was built to evaluate the efficiency of technical innovation for 13 cities and three regions in Jiangsu province based on the data envelopment analysis. This paper comparatively analyzed the efficiency of innovation and scaling return for each region in Jiangsu province. The projection analysis on production frontier face for inefficient regions was also performed. Evolving rules and regional difference of technical innovation system of Jiangsu province were explored. Some important results and suggestion were obtained.
文摘Today, there are still some amphibolous understanding on the concepts of endogenous innovation and its three patterns in academia field. Grasping the intension and extension of these concepts will contribute to direct the innovation undertakers engaging innovation and the governments establishing innovation system. In order to achieve such aims, we firstly introduced the concept of endogenous innovation and its three patterns. Secondly, this paper established a concept model to describe the typical route of a technology's forming. Based on this model, we went deep into analysis on original innovation, integrative innovation, and re-innovation after digesting the introduced technology from different views. Through these analyses, we also discussed which kind of innovation is suitable for different corporations. In the last part of this paper, we summarized our main conclusions and gave some suggestions to the corporations and governments.
基金Supported by Department of Science and Technology of Sichuan Province (No. 04JY029-001-2)
文摘This Paper presents a valid innovation design method for electronic consuming products figures. Using the technology evaluation principle in TRIZ (theory of inventive problem solving) theory as a powerful tool, combined with consumer psychology and relevant knowledge on products modeling methodology, evolution patterns and evolution paths of electronic consuming products figures have been explored. Moreover a set of regulations working for figures innovation design is established.
文摘It's widely argued that a business environment of budget control and innovation can be antithetical.This essay explores the ways that management accounting and control practices might enable organizations to achieve both control and innovation in the current globalised economy on a basis of the different views in the management control systems(MCSs) and innovation.
文摘In order to find the roles of knowledge-intensive business services (KIBS) in the innovation activities, This paper focus on three perspectives. First, we find that KIBS possess good prerequisites to function as vehicles in innovation distribution, the sources of innovation and the facilitators of innovation in their client firms. Second, we further discuss KIBS as the knowledge and innovation infrastructure of society in parallel with the research, educational and other public institutions. Third, we present some research policies and agenda to promote the development of KIBS. It is regarded that much remains to be studied both in the use of KIBS and in their own activities, including integrating and networking the knowledge-intensive services into the client companies, the convergence of various services and closer connection with the client companies' strategy, and the national policies to connect the KIBS to the different sectors.
文摘The French Lieutenant's Woman is one of John Fowles'masterpieces.In this novel,Fowles presents a Victorian tri angle love story through the employment of a series of experimental writing techniques,making the novel a perfect fusion of tradition and innovation.This article intends to analyze the application of tradition and innovation in the novel in terms of its unique characterization,matafictional narrative devices and the multiple endings.
文摘Drawing on the results of the third Community Innovation Survey and the third European Working Conditions Survey, this paper develops aggregate indicators at the national level of innovation modes and forms of work organization for the 15 member nations of the European Union in 2000. The analysis based on these indicators demonstrates that there is a close connection between how people work and learn in a country and the way firms' innovate. Specifically, it shows that in nations where work is organized to support high levels of discretion in solving complex problems firms tend to be more active in terms of endogenous innovation, i.e. innovation developed, at least to some degree, in house. In countries where learning and problem-solving on the job are more constrained, and little discretion is left to the employee, firms tend to engage in a supplier-dominated innovation strategy. The technological renewal of these firms reflects, almost exclusively, absorption of innovations developed elsewhere.