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Tackling Challenges and Exploring Opportunities in Cathode Binder Innovation
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作者 Tingrun Lai Li Wang +3 位作者 Zhibei Liu Adnan Murad Bhayo Yude Wang Xiangming He 《Nano-Micro Letters》 2026年第1期198-228,共31页
Long-life energy storage batteries are integral to energy storage systems and electric vehicles,with lithium-ion batteries(LIBs)currently being the preferred option for extended usage-life energy storage.To further ex... Long-life energy storage batteries are integral to energy storage systems and electric vehicles,with lithium-ion batteries(LIBs)currently being the preferred option for extended usage-life energy storage.To further extend the life span of LIBs,it is essential to intensify investments in battery design,manufacturing processes,and the advancement of ancillary materials.The pursuit of long durability introduces new challenges for battery energy density.The advent of electrode material offers effective support in enhancing the battery’s long-duration performance.Often underestimated as part of the cathode composition,the binder plays a pivotal role in the longevity and electrochemical performance of the electrode.Maintaining the mechanical integrity of the electrode through judicious binder design is a fundamental requirement for achieving consistent long-life cycles and high energy density.This paper primarily concentrates on the commonly employed cathode systems in lithium-ion batteries,elucidates the significance of binders for both,discusses the application status,strengths,and weaknesses of novel binders,and ultimately puts forth corresponding optimization strategies.It underscores the critical function of binders in enhancing battery performance and advancing the sustainable development of lithium-ion batteries,aiming to offer fresh insights and perspectives for the design of high-performance LIBs. 展开更多
关键词 Cathode Binder Lithium-Ion Battery Performance Optimization Sustainable Development innovative Design
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Research on the Development of Creative Agriculture in Qinhuangdao City:Integration Path of Strategic Innovation and Marketing Retail
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作者 Chen Ling Jia Zhao +1 位作者 Ce Wang Xiaodan Ding 《Proceedings of Business and Economic Studies》 2025年第2期89-97,共9页
This article first comprehensively analyzes the current development status of creative agriculture in Qinhuangdao City,pointing out that it has unique advantages in terms of resource endowments and cultural heritage.A... This article first comprehensively analyzes the current development status of creative agriculture in Qinhuangdao City,pointing out that it has unique advantages in terms of resource endowments and cultural heritage.Although it has achieved certain results in recent years,it still faces challenges such as low brand awareness,single marketing channels,and insufficient innovation in retail models.In terms of marketing strategy innovation,this article proposes innovative ideas such as digital marketing,cultural IP marketing,and experiential marketing.Regarding retail model innovation,this article explores models such as online and offline integration,community group buying,and live streaming sales.This article presents an outlook for the future development of creative agriculture in Qinhuangdao City based on the research findings.It is believed that with technological advancements and consumption upgrades,creative agriculture has broad prospects. 展开更多
关键词 Qinhuangdao City creative agriculture Marketing strategy innovation Retail model innovation introduction
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Evolved to adapt: A computational approach to animal innovation and creativity 被引量:2
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作者 Oren KOLODNY Shimon EDELMAN Arnon LOTEM 《Current Zoology》 SCIE CAS CSCD 2015年第2期350-367,共18页
The production of novel behavioral sequences that gives rise to animal innovation and creativity is one of the most intriguing aspects of behavioral evolution. Numerous studies have recently documented the abundance a... The production of novel behavioral sequences that gives rise to animal innovation and creativity is one of the most intriguing aspects of behavioral evolution. Numerous studies have recently documented the abundance and diversity of innova- tive and creative behaviors between and within species, yet the ability to innovate or to act creatively has mainly been described and quantified as a measure of animals' cognitive ability without explicit reference to cognitive mechanisms that may account for these behaviors. Here we discuss the creative process from a computational point of view and suggest such a mechanistic frame- work. In light of recent research on human creativity, animal learning, and animal problem solving, we suggest that animal crea- tivity is best understood as the production of context-appropriate novel behavioral sequences, which may be facilitated by the ability to learn the regularities in the environment and to represent them hierarchically, allowing for generalization. We present a cognitive framework that we recently developed, which employs domain-general mechanisms and has been used in the modeling of a range of sequential behaviors, from animal foraging to language acquisition, and apply it to behavioral innovation. In a series of simulations, we show how innovation and creative behavior can be produced by this learning mechanism, as it constructs a network representing the statistical regularities of the environment. We use the simulations to demonstrate the role of particular cognitive parameters in this process and to highlight the effects of the learning dynamics and individual experience on creativity 展开更多
关键词 creativity innovation EVOLUTION Learning Animal innovation Behavioral evolution
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Transformational leadership effects on employee bootleg innovation in the context of digital transformation:Creative self-efficacy mediation and leader-member exchange moderation
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作者 Zhiying Sun Guolong Zhao Feng Hu 《Journal of Psychology in Africa》 2025年第4期513-521,共9页
This study examined the relationship between transformational leadership and employee bootleg innovation through the mediating role of creative self-efficacy and the moderating role of leader-member exchange(LMX).Data... This study examined the relationship between transformational leadership and employee bootleg innovation through the mediating role of creative self-efficacy and the moderating role of leader-member exchange(LMX).Data were collected from 279 employees and 56 matched supervisors within a large Chinese digital transformation group.A moderated mediation model analysis found that transformational leadership predicts higher employee bootleg innovation.Creative self-efficacy mediated the positive relationship between transformational leadership and employee bootleg.Additionally,leader-member exchange significantly moderated the relationship between transformational leadership and creative self-efficacy,for a further enhancement of bootleg innovation.Thesefindings underscore the importance of transformative leadership in fostering digital employee innovation.This study provides further evidence of the relevance of self-determination theory in explaining the leadership and employee innovation,relationship within the context of digital transformation.By implication,creative self-efficacy and leader-member exchange are modifiable factors by digital transformation entities seeking a competitive advantage. 展开更多
关键词 transformational leadership bootleg innovation leader-member exchange digital transformation
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A Discussion on Entrepreneurship, Creativity, and Innovation Applied to International Marketing
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作者 Edmir Kuazaqui 《Economics World》 2015年第1期54-70,共17页
This article seeks to discuss the importance of the need to undertake, create, and innovate in Administration, especially considering the international market. For development, it is presented in a contextualized mann... This article seeks to discuss the importance of the need to undertake, create, and innovate in Administration, especially considering the international market. For development, it is presented in a contextualized manner, the evolution of organizations throughout the ages and its importance in an economic and social point of view. Within this vision, the entrepreneur is differentiated from the business person, evidencing the individual entrepreneur and the creative economy as fomenters of new business opportunities. In a society in which there are no more borders, only the political and cultural ones, enterprise, creativity, and innovation become necessary as a means for differentiated and sustained growth, especially considering domestic and international competition. As human skills applied to the professional field, people can use them in a handcrafted and differentiated manner, to render the strategies of the actions into ways of modeling businesses and solutions, thus reaching a state of the art. 展开更多
关键词 ENTREPRENEURSHIP creativity innovation international marketing competences ADMINISTRATION
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Methological Approaches of Seminal Importance for Synergetic Education and Social and Solidarity Economy in Promoting Creativity and Innovation
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作者 Panagiota Vathi Dimitrios Kapogiannis Vaggelis Politis-Stergiou 《Sino-US English Teaching》 2018年第2期70-86,共17页
This paper examines whether and in what ways the education system and the pedagogical culture particularly prevailing in Higher Education could be enriched with an alternative pedagogical model. A model that is differ... This paper examines whether and in what ways the education system and the pedagogical culture particularly prevailing in Higher Education could be enriched with an alternative pedagogical model. A model that is differentiated from the prevalent pedagogical concepts is inspired by values and principles that form the core of a synergetic education and a social and solidarity economy. From an epistemological perspective, "ssociationnisme" that social and solidarity economy promotes is at stake and education must play an important role. The paper also examines the attitude of students towards such a perspective, mainly through exploring the current options as well as its potential expansion thereof in a way that promotes creativity and innovation. This study draws on previous research by P. Vathi (2014) on the topic of "A multidimensional-interdisciplinary approach and evaluation of University students' creativity, with emphasis on the utilization of statistical analyses" in order to assess the influence of education on students' creativity 展开更多
关键词 synergetic education social and solidarity economy creativity innovation
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Creative Industries Agglomeration,Regional Innovation and Productivity Growth in China 被引量:21
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作者 HONG Jin YU Wentao +1 位作者 GUO Xiumei ZHAO Dingtao 《Chinese Geographical Science》 SCIE CSCD 2014年第2期258-268,共11页
This paper falls into the broad area of economic geography and economics of creativity,and it presents an alternative approach to explain why total factor productivity(TFP)growth is different across China′s regions.I... This paper falls into the broad area of economic geography and economics of creativity,and it presents an alternative approach to explain why total factor productivity(TFP)growth is different across China′s regions.It establishes an empirical model to estimate the spatial agglomeration effects of creative industries on regional TFP growth,using China′s provincial panel data during the period of 2003 to 2010.We found that the creative industries agglomeration(CIA)has significant and positive impact on regional TFP growth.The result also implies that the CIA can facilitate regional TFP growth through promoting regional innovation instead of improving regional efficiency.Therefore,we argue that policy makers should take some measures to retain and establish more creative zones. 展开更多
关键词 creative industries spatial externality creativity industries agglomeration(CIA) total factor productivity(TFP) economic growth
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Spatial Evolution Characteristics and Influencing Factors of Urban Green Innovation in China 被引量:1
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作者 PENG Wenbin SU Xinyi TANG Yueliang 《Chinese Geographical Science》 2025年第2期234-249,共16页
Cities are important carriers of green innovation.The foundation for accelerating China's ecological civilization construction and fostering regionally coordinated and sustainable development is quantitative analy... Cities are important carriers of green innovation.The foundation for accelerating China's ecological civilization construction and fostering regionally coordinated and sustainable development is quantitative analysis of the spatial evolution pattern and influencing factors of urban green innovation,as well as revealing the development differences between regions.This study's research object includes 284 Chinese cities that are at the prefecture level or above,excluding Xizang,Hong Kong,Macao,and Taiwan of China due to incomplete data.The spatial evolution characteristics of urban green innovation in China between 2005 and 2021 are comprehensively described using the gravity center model and boxplot analysis.The factors that affect urban green innovation are examined using the spatial Durbin model(SDM).The findings indicate that:1)over the period of the study,the gravity center of urban green innovation in China has always been distributed in the Henan-Anhui border region,showing a migration characteristic of‘initially shifting northeast,subsequently southeast',and the migration speed has gradually increased.2)Although there are also noticeable disparities in east-west,the north-south gap is the main cause of the shift in China's urban green innovation gravity center.The primary areas of urban green innovation in China are the cities with green innovation levels higher than the median.3)The main influencing factor of urban green innovation is the industrial structure level.The effect of the financial development level,the government intervention level,and the openness to the outside world degree on urban green innovation is weakened in turn.The environmental regulation degree is not truly influencing urban green innovation.The impact of various factors on green innovation across cities of different sizes,exhibiting heterogeneity.This study is conducive to broadening the academic community's comprehension of the spatial evolution characteristics of urban green innovation and offering a theoretical framework for developing policies for the all-encompassing green transformation of social and economic growth. 展开更多
关键词 urban green innovation spatial evolution spatial Durbin model China
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Intelligent Teaching Reform:Innovation of Personalized Learning Path Models Based on Artificial Intelligence 被引量:1
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作者 Zhuolin Huang Ling Peng 《Journal of Contemporary Educational Research》 2025年第6期106-110,共5页
With the rapid development of artificial intelligence(AI)technology,the teaching mode in the field of education is undergoing profound changes.Especially the design and implementation of personalized learning paths ha... With the rapid development of artificial intelligence(AI)technology,the teaching mode in the field of education is undergoing profound changes.Especially the design and implementation of personalized learning paths have become an important direction of intelligent teaching reform.The traditional“one-size-fits-all”teaching model has gradually failed to meet the individualized learning needs of students.However,through the advantages of data analysis and real-time feedback,AI technology can provide tailor-made teaching content and learning paths based on students’learning progress,interests,and abilities.This study explores the innovation of the personalized learning path model based on AI technology,and analyzes the potential and challenges of this model in improving teaching effectiveness,promoting the all-round development of students,and optimizing the interaction between teachers and students.Through case analysis and empirical research,this paper summarizes the implementation methods of the AI-driven personalized learning path,the innovation of teaching models,and their application prospects in educational reform.Meanwhile,the research also discussed the ethical issues of AI technology in education,data privacy protection,and its impact on the teacher-student relationship,and proposed corresponding solutions. 展开更多
关键词 Intelligent teaching Artificial intelligence Personalized learning Educational reform Learning path Teaching innovation
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DeepSeek empowering traditional Chinese medicine:driving the intelligent innovation of traditional medicine 被引量:2
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作者 Junfeng YAN 《Digital Chinese Medicine》 2025年第1期46-48,共3页
In the wave of digital and intelligent applications,artificial intelligence(AI)is transforming the development trajectories of industries across the globe.Traditional Chinese medicine(TCM),as a cultural treasure of th... In the wave of digital and intelligent applications,artificial intelligence(AI)is transforming the development trajectories of industries across the globe.Traditional Chinese medicine(TCM),as a cultural treasure of the Chinese nation,carries thousands of years of wisdom and practical experience.However,in the context of the rapid advancements in modern medicine and technology,TCM faces dual challenges:preserving its heritage while innovating.DeepSeek,a major achievement in the field of AI,offers a new opportunity for the development of TCM with its powerful technological capabilities.Exploring the integration of DeepSeek with TCM not only helps modernize the practice but also promises unique contributions to global health. 展开更多
关键词 deepseek modern medicine intelligent innovation development trajectories digital intelligent applicationsartificial intelligence ai artificial intelligence chinese medicine tcm digital applications
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Current development and prospect of national science and technology innovation platform in the railway industry 被引量:1
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作者 Fang Zhao Jinping Liu +3 位作者 Chunguang Zhang Zeping Zhao Xue Ning Junbiao Wang 《Railway Sciences》 2025年第2期266-279,共14页
Purpose–This study summarizes the overall situation of the resources of the national science and technology innovation platform in the railway industry,including the distribution of platform types,supporting institut... Purpose–This study summarizes the overall situation of the resources of the national science and technology innovation platform in the railway industry,including the distribution of platform types,supporting institutions,construction sites,professional fields,etc.,to provide a reference for the further improvement and optimization of the national science and technology innovation platform system in the railway industry.Design/methodology/approach–Through literature review,field investigation,expert consultation and other methods,this paper systematically investigates and analyzes the development status of the national science and technology innovation platform in the railway industry.Findings–Taking the national science and technology innovation platform of the railway industry as the research object,this paper investigates and analyzes the construction,development and distribution of the national science and technology innovation platform of railway industry over the years.And the National Engineering Research Center of High-speed Railway and Urban Rail Transit System Technology was taken as an example to introduce its operation effect.Originality/value–China Railway has made great development achievements,with the construction and development of national science and technology innovation platform in the railway industry.In recent years,a large number of national science and technology innovation platforms have been built in the railway industry,which play an important role in railway technological innovation,standard setting and commodification,and Railway Sciences provide strong support for railway technology development. 展开更多
关键词 Railway industry National science and technology innovation platform Current development and prospect
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Is digital transformation boosting green innovation in logistics enterprises?Evidence from listed firms in China’s logistics industry
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作者 Jun Li Xi Chen Liang Wan 《中国科学技术大学学报》 北大核心 2025年第1期18-30,17,I0001,共15页
In the era of green logistics,digital transformation has become an effective means for the logistics industry’s high-quality development.Using listed companies in China’s logistics industry from 2010 to 2021 as the ... In the era of green logistics,digital transformation has become an effective means for the logistics industry’s high-quality development.Using listed companies in China’s logistics industry from 2010 to 2021 as the research samples,this paper conducts an empirical test on the impact of the digital transformation of logistics enterprises on their green in-novation.Specifically,enterprise digital transformation indicators are constructed through the text analysis method,and the fixed-effects model is applied for analysis.The results indicate that the digital transformation of logistics enterprises has a significant promoting effect on their green innovation;the promoting effect of the digital transformation of logistics enterprises on green innovation is primarily achieved by easing corporate financing constraints and reducing corporate en-vironmental uncertainty;and the impact of digital transformation on green innovation is geographically heterogeneous. 展开更多
关键词 DIGITALIZATION logistics enterprises green innovation
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Reviving Cultural Heritage with Tech-Driven Innovation
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作者 ZHOU LIN 《China Today》 2025年第11期70-72,共3页
THE 2025 Beijing Culture Forum was held on September 23 and 24,with“Inheritance,Creativity,Mutual Learning”as its theme.Some 800 domestic and international vips were in attendance,including prominent cultural figu... THE 2025 Beijing Culture Forum was held on September 23 and 24,with“Inheritance,Creativity,Mutual Learning”as its theme.Some 800 domestic and international vips were in attendance,including prominent cultural figures,experts,business leaders,and other dignitaries from 58 countries and regions.They explored how digital innovation can boost cultural creativity,enhance public cultural services,and promote civilizational exchanges. 展开更多
关键词 boost cultural creativityenhance public cultural servicesand innovation cultural heritage digital innovation traditional Chinese culture promote civilizational exchanges public cultural services cultural creativity
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Innovation and Development Policy(中文名:《创新与发展政策(英文)》)征稿启事
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《科研管理》 北大核心 2025年第5期F0004-F0004,共1页
Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊... Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊。目前期刊每年出版两期。已发表论文在期刊网站可以自由获取,http://idp-journal.casisd.cn/browse/al/al2019/。 展开更多
关键词 创新与发展政策 innovation and Development Policy
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Innovation and Development Policy(中文名:《创新与发展政策(英文)》)征稿启事
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《科研管理》 北大核心 2025年第11期F0004-F0004,共1页
Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊... Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊。目前期刊每年出版两期。已发表论文在期刊网站可以自由获取,http://idp-journal.casisd. cn/browse/al/al2019/。 展开更多
关键词 创新与发展政策 innovation and Development Policy
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Innovation and Development Policy(中文名:《创新与发展政策(英文)》)征稿启事
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《科研管理》 北大核心 2025年第7期F0004-F0004,共1页
Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊... Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊。目前期刊每年出版两期。已发表论文在期刊网站可以自由获取,http://idp-journal.casisd.cn/browse/al/al2019/。 展开更多
关键词 创新与发展政策 innovation and Development Policy
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Innovation and Development Policy(中文名:《创新与发展政策(英文)》)征稿启事
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《科研管理》 北大核心 2025年第9期F0004-F0004,共1页
Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊... Innovation and Development Policy,简称“IDP”,中文名:《创新与发展政策(英文)》,是由中国科学院主管,中国科学院科技战略咨询研究院、中国科学学与科技政策研究会共同主办,国内外发行(ISSN:2096-5141,CN:10-1513/D)的英文国际期刊。目前期刊每年出版两期。已发表论文在期刊网站可以自由获取,http://idp-journal.casisd.cn/browse/al/al2019/。 展开更多
关键词 创新与发展政策 innovation and Development Policy
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Leaders’ expectations of innovation and employees’ innovative behavior: The roles of employees’ expected positive performance outcomes and innovative self-efficacy
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作者 Qian Ma Hao Zhou 《Journal of Psychology in Africa》 2025年第1期7-19,共13页
Employees’innovative performance determines an organization’s innovation,which critically impacts its structural optimization and sustainability.Applying expectancy theory,we examined how and when the Pygmalion effe... Employees’innovative performance determines an organization’s innovation,which critically impacts its structural optimization and sustainability.Applying expectancy theory,we examined how and when the Pygmalion effect occurs in the relationship between leaders’expectations of innovation and employee innovative behavior.Our sample comprised 201 frontline employees(female=31.84%;mean age=41.48 years,SD=7.97 years)in a Chinese coal enterprise,who completed surveys on innovation expectations of leaders,expected positive performance outcomes,innovative self-efficacy and innovative behavior.The results revealed that employees’expected positive performance outcomes mediated the positive relationship between leaders’innovation expectations and their innovative behavior.Employees’innovative self-efficacy positively moderated the relationship between their expected positive performance outcomes and innovative behavior,with this relationship being stronger for employees with high innovative self-efficacy.Moreover,we validated the moderated mediation model.Findings suggest that leaders can stimulate employee innovative behavior through expressing expectations and they also need to consider the boundary conditions. 展开更多
关键词 expectations of innovation expected positive performance outcomes innovative behavior innovative self-efficacy organizational innovation
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Technological Innovations for Climate Adaptation and Peacebuilding: A Holistic Approach to Resource Conflict and Environmental Challenges
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作者 Louis Ekane Besinga Theophilus Nayombe Moto Mukete 《Open Journal of Applied Sciences》 2025年第1期285-304,共20页
The intertwined challenges of climate change, resource scarcity, and conflict require innovative integrated solutions that address both environmental and societal vulnerabilities. Technological innovation offers a tra... The intertwined challenges of climate change, resource scarcity, and conflict require innovative integrated solutions that address both environmental and societal vulnerabilities. Technological innovation offers a transformative pathway for climate change adaptation and peacebuilding, with emphasis on a holistic approach to managing resource conflicts and environmental challenges. This paper explores the synergies between emerging technologies and strategic framework to mitigate climate-induced tensions and foster resilience. It focuses on the application of renewable energy systems to reduce dependence on contested resources, blockchain technology to ensure transparency in climate finance, equitable resource allocation and Artificial Intelligence (AI) to enhance early warning systems for climate-related disaster and conflicts. Additionally, technologies such as precision agriculture and remote sensing empower communities to optimize resource use, adapt to shifting environmental conditions, and reduce competition over scares resources. These innovations with inclusive governance and local capacity-building are very primordial. Ultimately, the convergence of technology, policy, and local participation offers a scalable and replicable model for addressing the dual challenges of environmental degradation and instability, thereby paving the way for a more sustainable and peaceful future. 展开更多
关键词 Technological innovation Climate Change Adaptation PEACEBUILDING Environmental Challenges
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China’s High-Quality Technology Innovation:Scenario Narrative and Measurement System
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作者 Chen Qiangyuan Zhao Haoyun +1 位作者 Lin Sitong Shen Yu 《China Economist》 2025年第1期2-28,共27页
The world today is undergoing disruptive,transformative shifts driven by a new wave of technological revolutions and industrial changes.In this context,a central question for China’s innovation-driven development str... The world today is undergoing disruptive,transformative shifts driven by a new wave of technological revolutions and industrial changes.In this context,a central question for China’s innovation-driven development strategy is how to effectively identify and measure high-quality technological innovations.Drawing on the stylized facts and scenario narrative of China’s technological landscape,this paper proposes a framework and measurement system for evaluating high-quality technological innovations.While China’s top-level design for technological innovation is guided by policy documents,the increasing number of enterprises applying for“high-tech enterprise”status has coincided with a decline in the quality of patent filings.In response,this paper first underscores the challenges and necessity of measuring the quality of technological innovations.Second,we introduce the high-quality technological innovation indicators and employ them to assess the quality of tech innovations at the firm level,utilizing an approach that combines analogical narrative,gene coding,text analysis,semantic logic,and a database of granted invention patents in China.Third,we examine the systematic and individual biases inherent in citation counts,a commonly used indicator,under specific contexts,and employ a granular instrumental variable approach to validate the effectiveness of the indicators.Finally,we develop a“family tree”of the indicators and explore their application scenarios through a combination of established and extended indicators.Our findings provide a theoretical foundation for evaluating China’s technological innovation quality,inform policy incentives,and offer insights for academia to apply high-quality technological innovation indicators in different contexts. 展开更多
关键词 innovation quality technological innovation measurement system family tree
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