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Linking Competitors’ Knowledge and Developing Innovative Products Using Data Mining Techniques
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作者 Nasimalsadat Saesi Mohammad Taleghani 《Journal of Computer and Communications》 2023年第7期37-57,共21页
In this article, the relationship between the knowledge of competitors and the development of new products in the field of capital medical equipment has been investigated. In order to identify the criteria for measuri... In this article, the relationship between the knowledge of competitors and the development of new products in the field of capital medical equipment has been investigated. In order to identify the criteria for measuring competitors’ knowledge and developing new capital medical equipment products, marketing experts were interviewed and then a researcher-made questionnaire was compiled and distributed among the statistical sample of the research. Also, in order to achieve the goals of the research, a questionnaire among 100 members of the statistical community was selected, distributed and collected. To analyze the gathered data, the structural equation modeling (SEM) method was used in the SMART PLS 2 software to estimate the model and then the K-MEAN approach was used to cluster the capital medical equipment market based on the knowledge of actual and potential competitors. The results have shown that the knowledge of potential and actual competitors has a positive and significant effect on the development of new products in the capital medical equipment market. From the point of view of the knowledge of actual competitors, the market of “MRI”, “Ultrasound” and “SPECT” is grouped in the low knowledge cluster;“Pet MRI”, “CT Scan”, “Mammography”, “Radiography, Fluoroscopy and CRM”, “Pet CT”, “SPECT CT” and “Gamma Camera” markets are clustered in the medium knowledge. Finally, “Angiography” and “CBCT” markets are located in the knowledge cluster. From the perspective of knowledge of potential competitors, the market of “angiography”, “mammography”, “SPECT” and “SPECT CT” in the low knowledge cluster, “CT scan”, “radiography, fluoroscopy and CRM”, “pet CT”, “CBCT” markets in the medium knowledge cluster and “MRI”, “pet MRI”, “ultrasound” and “gamma camera” markets in the high knowledge cluster are located. 展开更多
关键词 Knowledge of Competitors Development of products Innovative products Data Mining Data Mining Techniques Medical Capital Goods Medical Capital Goods Market
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Impact of the Built Environment on the Spatial Heterogeneity of Regional Innovation Productivity:Evidence from the Pearl River Delta,China 被引量:7
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作者 WU Kangmin WANG Yang +2 位作者 ZHANG Hong’ou LIU Yi YE Yuyao 《Chinese Geographical Science》 SCIE CSCD 2021年第3期413-428,共16页
With the global economy increasingly dependent on innovation,urban discourse has shifted to consider what kinds of spatial designs may best nurture innovation.We examined the relationship between the built environment... With the global economy increasingly dependent on innovation,urban discourse has shifted to consider what kinds of spatial designs may best nurture innovation.We examined the relationship between the built environment and the spatial heterogeneity of regional innovation productivity(RIP)using the example of China's Pearl River Delta(PRD).Based on a spatial database of 522546 patent data from 2017,this study proposed an innovation-based built environment framework with the following five aspects:healthy en-vironment,daily interaction,mixed land use,commuting convenience,and technology atmosphere.Combining negative binomial regression and Geodetector to examine the impact of the built environment on RIP,the results show that the spatial distribution of innovation productivity in the PRD region is extremely uneven.The negative binomial regression results show that the built environment has a significant impact on the spatial differentiation of RIP,and,specifically,that healthy environment,mixed land use,commuting convenience,and technology atmosphere all demonstrate significant positive impacts.Meanwhile,the Geodetector results show that the built environment factor impacts the spatial heterogeneity of RIP to varying degrees,with technology atmosphere demonstrating the greatest impact intensity.We conclude that as regional development discourse shifts focus to the knowledge and innovation economy,the innovation-oriented design and updating of built environments will become extremely important to policymakers. 展开更多
关键词 built environment innovation productivity PATENT spatial heterogeneity Pearl River Delta
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Investigation Into the Market-Orientated New Product Development Performance 被引量:2
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作者 王秀村 卢彬彬 《Journal of Beijing Institute of Technology》 EI CAS 2007年第2期243-247,共5页
The effect that the market orientation brings to product innovation performance is reported and the degree of product innovativeness is explored. The interdepartmental integration inside the company is also investigat... The effect that the market orientation brings to product innovation performance is reported and the degree of product innovativeness is explored. The interdepartmental integration inside the company is also investigated. A series of hypotheses were developed aiming at presenting a conceptual framework to clarify how market orientation contributes to product innovation performance-moderated by the degree of product innovativeness and affected by the interdepartmental integration. Survey data from 36 business units were analyzed based on the respondents in the research. The statistic results suggest a substantial positive effect of market orientation on product innovation performance. Under the condition of incremental innovativeness among the samples, the more innovative the product is, the more improvements in product innovation performance would be achieved. A variety of particular interdepartmental integration mechanisms have been certified to lend more supports to establishing market orientation and improving product innovation performance. 展开更多
关键词 market orientation new product development (NPD) performance product innovativeness interdepartmental integration
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Fuzzy integral based measurement and assessment of medium and small enterprises'product innovation 被引量:1
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作者 毕克新 张铁柱 +1 位作者 孙金花 冯英浚 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2003年第3期278-283,共6页
A fuzzy integral based way of measurement assessment has been established by using linguistic varia-bles and combining fuzzy integral with hierarchy analysis for measurement of medium and small enterprises'product... A fuzzy integral based way of measurement assessment has been established by using linguistic varia-bles and combining fuzzy integral with hierarchy analysis for measurement of medium and small enterprises'product innovation. The conclusions drawn from analyses made with 20 medium and small enterprises providebases for governments to formulate applicable policies and for medium and small enterprises to enhance theirproduct innovation. 展开更多
关键词 medium and small enterprises (MSE) product innovation measurement and assessment fuzzy integral
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A study on the allocation of productive factors of Chinese agriculture
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作者 LIU Yan-li (Institute of Rural Development, China Agricultural University, Beijing 100094, China) 《Journal of Geographical Sciences》 SCIE CSCD 2000年第1期59-65,共7页
Chinese agriculture is undergoing a transformation process from traditional agriculture into modern agricultrue.This article discusses how land. labor, fertilizer, machinery etc. are used in agricultural production of... Chinese agriculture is undergoing a transformation process from traditional agriculture into modern agricultrue.This article discusses how land. labor, fertilizer, machinery etc. are used in agricultural production of different regions. reveals the influence of natural conditions and economic level on the utilization of modern agricultural factors. It proposes a system of allocation hoes of regional agricultural productive factors and points out the development stage and tendency of allocation of agricultural productive factors in different regions. 展开更多
关键词 agricultural productive factor innovative productive factor traditional allocation technological allocation
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Knowledge-Based Platform for Collaborative Innovation Development of Products
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作者 李莉敏 唐文献 +1 位作者 方明伦 杨延麒 《Journal of Shanghai University(English Edition)》 CAS 2005年第1期68-73,共6页
The platform of distributed design and resource sharing is important for medium-sized and small companies in developing products to improve competitiveness. As a background of creative product design, a knowledge mode... The platform of distributed design and resource sharing is important for medium-sized and small companies in developing products to improve competitiveness. As a background of creative product design, a knowledge model based on product collaborative innovation development of products (CIDP) is proposed. Characteristics of CIDP are analyzed, and the framework and key technologies of the CIDP-platform based knowledge studied. Through integration of existing system and interface designs, a development platform has been built to support the PCID within knowledge-based engineering (KBE). An example is presented, indicating that the prototype system is maneuverable and practical. 展开更多
关键词 knowledge-based engineering (KBE) product collaborative innovation development of products (CIDP) distributed design resource sharing.
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Special Issue on Innovative Design of Complex Products
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作者 Jian-Rong Tan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2018年第2期10-11,共2页
With the development of science and technology as well as the diversification and individualization of market demand,modern products update more and more rapidly.e rapid development of new products to satisfy the incr... With the development of science and technology as well as the diversification and individualization of market demand,modern products update more and more rapidly.e rapid development of new products to satisfy the increasingly improved and personalized customer demands greatly depends on the progress in the innovative design theory and performance optimization 展开更多
关键词 In Special Issue on Innovative Design of Complex products
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Nutralys pea protein Sustainable and innovative product from Roquette
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《中国食品添加剂》 CAS 北大核心 2009年第S1期301-302,共2页
What is sustainable development and what should we do?First definition of sustainable development given in 1987 by world Commission on Environment and Development (Bruntland Commission),it is the most often-quoted def... What is sustainable development and what should we do?First definition of sustainable development given in 1987 by world Commission on Environment and Development (Bruntland Commission),it is the most often-quoted definition: 展开更多
关键词 Nutralys pea protein Sustainable and innovative product from Roquette HIGH
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China Scheduled to Accredit its Own Innovative Products from 2007
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《China Standardization》 2007年第5期32-32,共1页
China will begin accrediting its own innovative products from this year. It plans to complete the Catalog of China's Independent Innovation Products by 2007 for future reference of government procurement. The prod... China will begin accrediting its own innovative products from this year. It plans to complete the Catalog of China's Independent Innovation Products by 2007 for future reference of government procurement. The products in the catalog shall enjoy preferential policies. According to the Ministry of Science and Technology of the People's Republic of China, the accreditations shall be made based on Measures for the Administration of the Accreditation of National Independent Innovation Products (for Trial Implementation), which was jointly launched on December 31, 2006, by the Ministry of Science and Technology, the National Development and Reform Commission (NDRC), and the Ministry of Finance of the People's Republic of China. 展开更多
关键词 INNOVATION China Scheduled to Accredit its Own Innovative products from 2007
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Online Fashion Retailer Bonobos Selects Gerber Technology's YuniquePLM^(TM) Industry-Tailored Software to Support Rapid Growth and Fast-Paced Product Innovation
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《China Textile》 2010年第5期16-16,共1页
Tolland,Connecticut,USA-Gerber Technology,a business unit of Gerber Scientific, Inc.(NYSE:GRB) and a world leader in automated CAD/CAM and PLM solutions for the apparel and flexible materials industry,announces that f... Tolland,Connecticut,USA-Gerber Technology,a business unit of Gerber Scientific, Inc.(NYSE:GRB) and a world leader in automated CAD/CAM and PLM solutions for the apparel and flexible materials industry,announces that fast-growing internet retailer Bonobos,Inc. has selected the YuniquePLM product 展开更多
关键词 Industry-Tailored Software to Support Rapid Growth and Fast-Paced product Innovation Online Fashion Retailer Bonobos Selects Gerber Technology’s YuniquePLM flexible NYSE GRB CAM TM
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Product Innovation in High-tech SMEs:A Case Study of Weili Electronics Co.,Ltd
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作者 何铮 李仕明 《Journal of Electronic Science and Technology of China》 2006年第4期328-332,共5页
Product innovation is an important strategy for high-tech firms, especially for small and medium enterprises. This paper proposes that the technological strategies for SMEs are dynamic and during different phase, ther... Product innovation is an important strategy for high-tech firms, especially for small and medium enterprises. This paper proposes that the technological strategies for SMEs are dynamic and during different phase, there is different innovation strategy which leads to various market performances. In particular, through the case study of Weili Electronics Co., Ltd, we fred that organizational learning abilities play a fundamental role in strategic decision. In addition, the frameworks for the determinants of technological strategies in three stages are established to illustrate the evolutionary processes of product innovation in Weili Electronics Co., Ltd. 展开更多
关键词 product innovation technological strategy high-tech SMEs
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Study on Innovation System and Innovation Strategy of Chinese Agricultural Product Processing Industry
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作者 Min Wang Mingyu Zhang Lihua Guo 《Chinese Business Review》 2003年第2期33-45,77,共14页
The agricultural product processing industry is the inevitable choice for the agriculture to realize the industrialization, integration and modernization. Although the agricultural product processing industry has beco... The agricultural product processing industry is the inevitable choice for the agriculture to realize the industrialization, integration and modernization. Although the agricultural product processing industry has become the bright point in Chinese economy development, the whole development level falls behind the developed countries. The thesis brings up that the inherent reasons that Chinese agricultural product processing industry falls behind is that Chinese agricultural product processing industry has not an integrated industrial innovation system and has not a proper innovation strategy. So this thesis deeply discusses how to construct innovation system of Chinese agricultural product processing industry and puts forward the innovation strategy in order to improve the technology innovation capability and the development level. 展开更多
关键词 Innovation System Technology stride Agricultural product processing industry
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Investigating the components of fintech ecosystem for distributed energy investments with an integrated quantum spherical decision support system
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作者 Rui Ai Yuhang Zheng +1 位作者 Serhat Yüksel Hasan Dinçer 《Financial Innovation》 2023年第1期837-864,共28页
This study aimed to evaluate the components of a fintech ecosystem for distributed energy investments.A new decision-making model was created using multiple stepwise weight assessment ratio analysis and elimination an... This study aimed to evaluate the components of a fintech ecosystem for distributed energy investments.A new decision-making model was created using multiple stepwise weight assessment ratio analysis and elimination and choice translating reality techniques based on quantum spherical fuzzy sets.First,in this model,the criteria for distributed energy investment necessities were weighted.Second,we ranked the components of the fintech ecosystem for distributed energy investments.The main contribution of this study is that appropriate strategies can be presented to design effective fintech ecosystems to increase distributed energy investments,by considering an original fuzzy decision-making model.Capacity is the most critical issue with respect to distributed energy investment necessities because it has the greatest weight(0.261).Pricing is another significant factor for this condition,with a weight of 0.254.Results of the ranking of the components of the fintech ecosystem indicate that end users are of the greatest importance for the effectiveness of this system.It is necessary to develop new techniques for the energy storage process,especially with technological developments,to prevent disruptions in energy production capacity.In addition,customers’expectations should be considered for the development of effective and user-friendly financial products that are preferred by a wider audience.This would have a positive effect on fintech ecosystem performance. 展开更多
关键词 Fintech ecosystems Innovative financial products Distributed energy investments Multi SWARA ELECTRE
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The future of competitive advantage in Oman: Integrating green product innovation, Al, and intellectual capital in business strategies
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作者 Fadi Abdelfattah Mohammed Salah +2 位作者 Khalid Dahleez Riyad Darwazeh Hussam Al Halbusi 《International Journal of Innovation Studies》 2024年第2期154-171,共18页
This study delves into the dynamics of green product innovation,artificial intelligence(Al)adaption,and intellectual capital,investigating their impact on the competitiveness of firms in Oman.It emphasizes the crucial... This study delves into the dynamics of green product innovation,artificial intelligence(Al)adaption,and intellectual capital,investigating their impact on the competitiveness of firms in Oman.It emphasizes the crucial role of government intervention and R&D investments in this process.Based on the responses of 214 top managers in Oman,the research employs structural equation modeling to analyze the intricate relationships between these factors.The findings underscore a significant positive correlation between green innovation,Al implementation,and intellectual capital,with government involvement and R&D investments as vital moderators.This study provides a novel perspective on the synergy of technology,innovation,and intellectual capital in developing economies.It offers essential insights for business leaders,policymakers,and scholars,highlighting the necessity of integrating advanced technologies and sustainable practices in business strategies to achieve competitive advantage.The research adds to the existing body of knowledge on innovation and competitiveness.It offers practical implications for enhancing firm performance in Oman and similar emerging markets. 展开更多
关键词 Green product innovation R&D investments AI adoption Intellectual capital Government involvement Knowledge-driven culture Oman
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Licensing to Market with Logit Demand Functions
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作者 闫庆友 朱丽丽 《Journal of Southwest Jiaotong University(English Edition)》 2009年第4期344-349,共6页
This paper studies the licensing of a brand innovation to a monopoly in an uncovered market characterized by a logit demand framework. The innovator is an outsider to the market and sells the license via fixed-fee, ro... This paper studies the licensing of a brand innovation to a monopoly in an uncovered market characterized by a logit demand framework. The innovator is an outsider to the market and sells the license via fixed-fee, royalty or their combinations. It is shown that the license occurs irrespective of whether the utility of the new brand is improved or not, and that the optimal licensing policy for the innovator is fixed-fee only. Ultimately, the monopoly produces both the old and the new brand products, even in the case of utility-improving brand innovation. In addition, the incentive for the innovator was examined. 展开更多
关键词 product innovation LICENSING UTILITY LOGIT
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Innovation in Chinese Agribusinesses: Internal Resources and External Networks
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作者 Danhong Chen David Abler +1 位作者 Xia Gao Qijie Gao 《Journal of Agricultural Science and Technology(B)》 2013年第9期635-647,共13页
The existing literature on innovation concentrates mostly on large industrial firms and high-technology industries, whereas, little attention has been given to agribusiness. Empirical evidence regarding the driving fo... The existing literature on innovation concentrates mostly on large industrial firms and high-technology industries, whereas, little attention has been given to agribusiness. Empirical evidence regarding the driving forces behind innovation in agribusinesses in developing countries, China in particular is scarce. This paper helps fill that void. It develops a framework in which innovation results from synergies between internal resources and external networks. This paper applies and tests the framework using 2003-2005 data from a panel survey of 32 leading agribusiness firms in Shandong Province, China. The empirical results indicate the importance of internal resources, external networks and the synergies between them. We find that R&D expenditures and the number of technical employees are internal resources that are both important to product innovation. Surprisingly, management quality is negatively related to the possession of a unique technology and new products as a proportion of all products. It is possible that management quality is associated with more formalization and rigidity in decision-making, hindering creativity and lengthening the new product development cycle. In order to develop innovative products, our results suggest that investing in R&D and hiring more technical staff may be more effective approaches than spending on managerial talent. 展开更多
关键词 Chinese agribusiness external networks internal resources product innovation synergies.
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Could Innovation be Driven by Globalization?
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作者 Fawzy Soliman 《Journal of Modern Accounting and Auditing》 2012年第12期1848-1860,共13页
This paper examines the critical role of globalization as a driver for innovation. The introduction of the global strategy quadruple model truly links the three known strategy perspectives (namely, industry competiti... This paper examines the critical role of globalization as a driver for innovation. The introduction of the global strategy quadruple model truly links the three known strategy perspectives (namely, industry competition, resources and institution views) and performance. The model could assist in advancing the cause of sustainable competitive advantages. This study could assist scholars in addressing the three important research questions: (1) Why are some finns more innovative than others? (2) What effects do product, firm, industry, and market innovativeness have on business performance? and (3) Does the link between innovativeness and business performance depend on all or some of the innovativeness factors of product, firm, industry, and market? The presented set of four hypotheses, when tested, will result in a better understanding of the links and relationships among a firm's global strategy, innovativeness, and business performance. The quadruple model presented can be used to examine these relationships in general and in the context of innovation. It is anticipated that this paper will assist researchers, business management, and analysts in developing global innovation strategies. 展开更多
关键词 strategy INNOVATIVENESS product innovativeness firm innovativeness industry innovativeness marketinnovativeness
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Does Innovation Drive Sustainable Competitive Advantages?
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作者 Fawzy Soliman 《Journal of Modern Accounting and Auditing》 2013年第1期130-143,共14页
This paper examines the critical role of innovations as a driver for sustainable competitive advantages. A quadruple model of global strategy is introduced. The model is based on the introduction of an innovation-base... This paper examines the critical role of innovations as a driver for sustainable competitive advantages. A quadruple model of global strategy is introduced. The model is based on the introduction of an innovation-based perspective of strategy. This is in addition to the other three but well-known perspectives of global strategy (industry-based, resource-based, and institution-based views). Thus, the four perspectives of strategy could lead a complete set of factors that need to be analyzed for the formulation of global strategy. The model could assist organizations in sustaining their competitive advantages. It is proposed that the introduction of the innovation-based view represents the fourth perspective of a strategy quadruple, thus overcoming a long-standing criticism, namely, the global strategy may lack adequate attention to innovation in developing a firms' global competitive strategies. This paper presents a set of four hypotheses. When tested, these hypotheses could result in a better understanding of the link between the innovation and the global strategy domain. Furthermore, the quadruple model could be useful in understanding the relationship between innovativeness and business performance. It is anticipated that this paper could assist researchers, business management, and analysts in developing global innovation strategies. 展开更多
关键词 strategy INNOVATIVENESS product innovativeness firm innovativeness industry innovativeness market innovativeness competitive advantages
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The Current Situation and Countermeasures of Real Estate Finance Development in China
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作者 YANG Gang XU Jie CAI Xuanchao 《International English Education Research》 2018年第2期4-6,共3页
In recent years, financialization of real estate in our country has been obvious with the continuous reform of housing system. In order to guarantee better financing, real estate finance has become a pillar of the eco... In recent years, financialization of real estate in our country has been obvious with the continuous reform of housing system. In order to guarantee better financing, real estate finance has become a pillar of the economy in our country. However, the development of real estate finance has also brought out some problems such as lack of financing channels, monitoring and product innovation. In this article, Shanghai is taken as an example, the problems existing in the real estate finance in China are analyzed and corresponding countermeasures are put forward. 展开更多
关键词 real estate finance financing channels product innovation
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Comparative Study and Enlightenment on Innovation Achievements of Pharmaceutical Industry in Liaoning Province
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作者 Tao Na Tian Lijuan 《Asian Journal of Social Pharmacy》 2022年第3期214-221,共8页
Objective To promote the innovation and development of pharmaceutical industry in Liaoning Province.Methods Literature study and comparative study were used to investigate the current situation and problems of innovat... Objective To promote the innovation and development of pharmaceutical industry in Liaoning Province.Methods Literature study and comparative study were used to investigate the current situation and problems of innovation-driven development of pharmaceutical industry in Liaoning Province by comparing data of Heilongjiang,Jilin,Shandong,and Jiangsu from four aspects of priority review and approval,consistency evaluation of generic drugs,new drugs on the market,and scientific and technological innovation achievements.Results and Conclusion In terms of innovation-driven development,pharmaceutical industry in Liaoning Province has the following problems,such as small scale,weak transformation of scientific and technological achievements,tough business environment,and single platform module of scientific and technological achievements.Combined with the actual development of pharmaceutical industry in Liaoning province,the government should give full play to its leading role and guide“Benxi Pharmaceutical Capital”to establish characteristic industrial cluster and incubation park.After high quality enterprises and high-level innovative talents get together,enterprises can analyze their actual situation to plan R&D layout,focusing on the input-output ratio.Meanwhile,the benign development of the enterprises,universities and research institutes should be promoted to integrate technical innovation and product supply.This can enhance the cooperation among the government,enterprise,university,and research institute,and provide reference for further development of pharmaceutical industry in Liaoning province. 展开更多
关键词 Liaoning pharmaceutical industry innovation-driven innovative product
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