旧兮送往,新兮迎来。转眼间,我们又送走了不平凡的一年,在新一年的开端再回首,学界出现了哪些新的研究方向,又有什么值得我们关注的热点话题?Wiley本辑 “2022人文社科类研究关键词盘点” 将分三期推送,分别聚焦经济学与商学、心理学、社会学三个学科领域的研究热词,并提供延伸阅读,希望能以这样的方式展现不同学科领域研究的发展情况、前沿视角和未来趋势。
以 Clarivate Analytics(科睿唯安)提供的分析评价工具 —— Essential Science Indicators[1](基本科学指标,简称ESI)为标准,我们在Wiley旗下经济与商学(Economics & Business)类期刊中选取了JCR(Journal Citation Reports)1区的27本期刊作为数据统计源。它们在 2022年1月1日—12月31日 共刊发1812篇文章,通过对文章的关键词与引证情况进行分析,本文梳理并总结了2022年经济学与商学领域的学术热点,现与读者共享。
[1] Essential Science Indicators(基本科学指标,简称ESI)是Clarivate Analytics(科睿唯安)提供的分析评价工具,来自于Web of Science 核心合集(SCI & SSCI)收录的近10年文献记录(article & review)及其引文数据,揭示新兴的科学态势,分析22个学科领域中有影响力的科学家、机构、论文、期刊以及国家。
关键词与学术热点
通过对27本经济与商学类期刊文章的11401个关键词进行统计,数据表明,经济与商学类期刊发布文章2022年的学术研究热点集中在“可持续发展”(sustainability / sustainable development)、“创新”(innovation)、“企业社会责任”(corporate social responsibility / CSR)、 “公司治理”(corporate governance)、“循环经济”(circular economy)等方面。
其中“可持续发展”(sustainability / sustainable development)关键词合计出现频次469次;“创新” (innovation)关键词合计出现频次198次;“企业社会责任”(corporate social responsibility / CSR)关键词合计出现频次128次;“公司治理”(corporate governance)关键词合计出现频次95次;“循环经济”(circular economy)关键词合计出现频次63次。
词频在30次以上的关键词还有stakeholder engagement, environmental policy, environmental performance, financial performance, firm performance, climate change, COVID-19等。
“可持续发展” (sustainability / sustainable development)
有关“可持续发展”的关键词在本次统计中热度最高,而在“可持续发展”主题下被引量排名前五的研究中,有多篇文章都将目光投向了数字经济如何助力可持续发展与循环经济上,如综述文章“A framework of digital technologies for the circular economy: Digital functions and mechanisms”认为数字技术是一种有前途的能将生产和消费转向循环经济的手段,该研究确定了与循环经济战略最相关的数字技术中的13项关键功能,并为管理者提供了一种可以帮助其探索循环经济战略的结构化方式。
文章精选
含“可持续发展”关键词的文章中,被引次数最高的一篇文章The emerging driving force of inclusive green growth: Does digital economy agglomeration work? 同样将视角放在了数字经济上,本文主要探讨中国数字经济集聚对包容性绿色增长的影响及其传导机制。作者使用SBM-DDF模型结合global Malmquist-Luenberger index指数计算了2004年至2019年间中国282个城市在城市层面上的包容性绿色增长。作者构建了一个数字经济水平测度体系,并通过地域集聚度来进一步测量了各地区数字经济集聚程度。
基于以上的分析,本研究指出数字经济集聚对包容性绿色增长具有积极影响。 传导机制分析表明,数字经济集聚通过能源消耗、环境污染、经济增长、人力资本、产业结构、技术进步等影响包容性绿色增长。 此外,这篇研究以“宽带中国”试点政策为切入点,采用空间差分(SDID)模型分析了政策的效果。 结果表明,“宽带中国”政策有利于提升地方包容性绿色增长,同时抑制周边城市的包容性绿色增长。
“可持续发展”主题下被引次数前五的文章
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NO.1 The emerging driving force of inclusive green growth: Does digital economy agglomeration work?
Key words: China, digital economy agglomeration, inclusive green growth, IV estimation, policy effect test, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2975
NO.2 Green capabilities and green purchasing practices: A strategy striving towards sustainable operations
Key words: green capabilities, green purchasing practices, sustainability, triple bottom line
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3015
NO.3 A framework of digital technologies for the circular economy: Digital functions and mechanisms
Key words: circular economy, digital function, digital sustainability, digital technology, digital transformation, digitalisation, Industry 4.0, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3015
NO.4 Strategic sustainable development of Industry 4.0 through the lens of social responsibility: The role of human resource practices
Key words: Fourth Industrial Revolution (Industry 4.0), social responsibility, socially responsible human resource, strategic sustainable development, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3008
NO.5(并列) Value creation in circular economy business for sustainability: A stakeholder relationship perspective
Key words: business model, circular economy, stakeholder relationships, stakeholder theory, sustainability, value creation
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3002
NO.5(并列)Blockchain technologies as enablers of supply chain mapping for sustainable supply chains
Key words: blockchain technologies, mapping, PLS-MGA, PLS-SEM, supply chain integration, supply chain sustainability
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3029
NO.5(并列) Sustainable development, ESG performance and company market value: Mediating effect of financial performance
Key words: corporate social responsibility, ESG performance, financial performance, green finance, market value, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3089
“创新” (innovation)
“创新”是2022年经济与商业类期刊中发表文章出现频次第二高的关键词。被引量前五的大部分文章都不约而同的将视角放在了绿色创新上。如Digital finance and sustainable development: Evidence from environmental inequality in China一文中作者认为数字金融作为一种绿色技术创新,可以有效的缓解环境不平等问题,而Environmental investment decisions of family firms-An analysis of competitor and government influence一文则指出家族企业更倾向于加大环境创新的投入力度,并分析了家族企业在与政府及竞争对手之间建立联系时所采取的策略。
文章精选
Environmental collaboration, responsible innovation, and firm performance: The moderating role of stakeholder pressure一文从另一个视角为我们阐述了创新与环境保护之间的关系。
文章以负责任创新的中介机制为切入点,进一步调查了环境合作对企业绩效的影响,从而探讨了环保合作是如何影响负责任创新的。
研究通过对由225 家公司收集的数据进行分析,指出企业的环保合作水平会促进负责任的创新进而提升企业绩效。调查结果还表明,当利益相关者的压力较高时,环保合作对负责任创新的促进作用会更大。最后,作者还发现环保合作与企业绩效之间的关系是由负责任的创新来进行调节的。
Fig: Interaction of environmental collaboration and stakeholder pressure on firm performance
“创新”主题下被引次数前五的文章
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NO.1 Environmental investment decisions of family firms-An analysis of competitor and government influence
Key words: conjoint analysis, decision-making, environmental innovation investment, family firms, government and competitor relationships, stakeholders
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2870
NO.2 (并列) Digital finance and sustainable development: Evidence from environmental inequality in China
Key words: digital finance, environmental inequality, environmental preferences, green technology innovation, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3105
NO.2 (并列) Digitalization and sustainable development: How could digital economy development improve green innovation in China?
Key words: digital economy, dynamic threshold model, gradual DID, green innovation, IV estimation, spatial Durbin model, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3223
NO.3 Does environmental, social, and governance performance move together with corporate green innovation in China?
Key words: cointegration, ESG, green innovation
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3211
NO.4 Closing the loop through eco-innovation by European firms: Circular economy for sustainable development
Key words: circular economy, eco-innovation, knowledge network, open innovation, recycling, redesign, reduce, reuse
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3024
NO.5(并列)Towards a collaboration framework for circular economy: The role of dynamic capabilities and open innovation
Key words: circular economy, collaboration, dynamic capabilities, open innovation, relational view, supply chains
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3000
NO.5(并列)Environmental collaboration, responsible innovation, and firm performance: The moderating role of stakeholder pressure
Key words: environmental collaboration, environmental policy, firm performance, responsible innovation, stakeholder engagement, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2977
“企业社会责任”(corporate social responsibility / CSR)
在企业社会责任主题下,被引量排名前五的文章分别将研究中间聚焦在了企业社会责任与公司市值、财务绩效、环境绩效、绿色创新、数字技术等方面。
例如一项针对72个实证研究中的168种效应量的荟萃分析(Multidimensional corporate social responsibility disclosure and financial performance: A meta-analytical review)发现,企业社会责任信息披露策略对财务绩效的影响在各种研究中存在着分歧。这项研究也指出,如果未来的研究可以在计量经济工具的帮助下真正的解决企业社会责任信息披露策略和评价技术的问题,我们就能够真正的了解到企业社会责任信息披露策略对企业财务绩效的真是影响。
文章精选
How and when corporate social performance reduces firm risk? The moderating role of corporate governance一文中,作者Niccolò Nirino, Enrico Battisti, Alberto Ferraris, Stefano Dell'Atti 及Massimiliano Farina Briamonte 旨在探讨企业社会绩效 (CSP) 对企业风险的影响,并提出公司治理 (CG) 在这种关系中的调节作用。 作者认为尽管关于企业社会责任的文献很多,但仍然缺乏关于 CSP 如何影响公司风险以及 CG 在这种关系中的作用的知识。 为了填补这一空白,该研究通过对 2015 年至 2019 年标准普尔 500 强公司的纵向分析,实证检验了 CSP 对公司风险的影响。结果表明,CSP 与公司风险之间存在显着的负相关关系,而 CG 机制正调节这种关系。
“企业社会责任”(corporate social responsibility)主题下被引次数前五的文章
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NO.1 Sustainable development, ESG performance and company market value: Mediating effect of financial performance
Key words: corporate social responsibility, ESG performance, financial performance, green finance, market value, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3089
NO.2 (并列) How and when corporate social performance reduces firm risk? The moderating role of corporate governance
Key words: corporate governance, corporate social performance, corporate social responsibility, corporate social responsibility outcomes, firm risk
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2296
NO.2(并列)Responsible digitalization through digital technologies and green practices
Key words: corporate social responsibility, digital technologies, green practices, regression analysis, responsible digitalization
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2249
NO.3(并列)Embedding sustainability in risk management: The impact of environmental, social, and governance ratings on corporate financial risk
Key words: corporate financial risk, corporate social responsibility, corporate sustainability, environmental, social, governance, window dressing
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2256
NO.3(并列)Environmental sustainability orientation and corporate social responsibility influence on environmental performance of small and medium enterprises: The mediating effect of green capability
Key words: corporate social responsibility, environmental performance, environmental sustainability orientation, green capability, natural resource-based view
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2293
NO.3(并列)Multidimensional corporate social responsibility disclosure and financial performance: A meta-analytical review
Key words: corporate social responsibility, financial performance, meta regression analysis, proactive CSR, reactive CSR
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2237
NO.4 Rethinking corporate social responsibility under contemporary capitalism: Five ways to reinvent CSR
Key words: Asia, capitalism, corporate social responsibility, shortcomings
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https://onlinelibrary.wiley.com/doi/10.1111/beer.12414
NO.5(并列)Real Effects of a Widespread CSR Reporting Mandate: Evidence from the European Union's CSR Directive
Key words: corporate social responsibility (CSR); disclosure regulation; real effects; Directive 2014/95; European Union (EU); non-financial reporting directive (NFRD)
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https://onlinelibrary.wiley.com/doi/10.1111/1475-679X.12424
NO.5(并列) Influencing responsible green innovation in Dominican agribusiness performance
Key words: business performance, corporate social responsibility, green transformational leadership, knowledge transfer, responsible green innovation, sustainability
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2228
NO.5(并列) How green investment drives sustainable business performance for food manufacturing small- and medium-sized enterprises? Evidence from an emerging economy
Key words: corporate social responsibility, green innovation, green investment, sustainable business performance
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2252
NO.5(并列) Which institutional investors drive corporate sustainability? A systematic literature review
Key words: agency theory, corporate governance, corporate social responsibility, institutional investors, institutional ownership, monitoring
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3117
“公司治理”(corporate governance)
“公司治理”主题被引量前五的文章集中在环境,社会和治理(ESG),董事会结构及CSR信息披露策略等方面。
Evaluating board diversity and its importance in the environmental and social performance of organizations 一文关注于董事会多元化与环境社会绩效之间的关系,并认为董事会的性别和年龄多元化能增强企业社会责任投资决策,进而提高企业社会责任绩效。Impact of environmental, social and governance disclosure on dividend policy: What is the role of corporate governance? Evidence from an emerging market一文则调查了公司治理在ESG信息披露与股息政策中的作用,研究表明董事会独立性在ESG信息披露与股息支付之间起着中介作用,而机构持股和外资持股分别在ESG与股息支付之间起到负向和正向调节作用。
文章精选
在Mapping the corporate governance scholarship: Current state and future directions一文中,作者Nitesh Pandey, Christian Andres 和 Satish Kumar对自 2001 年安然丑闻以来公司治理领域的所有学术出版物进行了全面分析以了解公司治理领域研究近20年的发展脉络及最新的研究趋势。
作者通过分析发现,公司治理领域相关学术出版物的年出版量与2000年代初相比增加了8倍。通过co-citation analysis, 作者确定了六个认为是公司治理研究基础研究主题:公司治理的理论基础(the theoretical foundations of CG)、所有权(ownership)、公司治理机制和公司成果(CG mechanisms and firm outcomes)、信息披露(disclosures)、董事会(the board of directors)和家族企业(family firms)。通过co-occurrence analysis,作者认为企业社会责任和可持续性(corporate social responsibility and sustainability)、治理机制(governance mechanisms)、控制机制和信息披露(control mechanisms and disclosures)、董事会多元化(board diversity)、家族企业的公司治理(CG in family firms)以及中国背景下的公司治理(CG in the Chinese context)是近年来最具活力的研究领域。
“公司治理” 主题下被引次数前四的文章
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NO.1 How and when corporate social performance reduces firm risk? The moderating role of corporate governance
Key words: corporate governance, corporate social performance, corporate social responsibility, corporate social responsibility outcomes, firm risk
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2296
NO.2(并列) Evaluating board diversity and its importance in the environmental and social performance of organizations
Key words: Australia, board diversity, corporate governance, corporate social performance, environmental performance, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2259
NO.2(并列) Which institutional investors drive corporate sustainability? A systematic literature review
Key words: agency theory, corporate governance, corporate social responsibility, institutional investors, institutional ownership, monitoring
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3117
NO.2(并列) The effect of corporate environmental, social and governance disclosure on cash holdings: Life-cycle perspective
Key words: cash holdings, corporate governance, ESG, life cycle
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3016
NO.3 The role of the audit committee in enhancing the credibility of CSR disclosure: Evidence from STOXX Europe 600 members
Key words: audit committee, corporate governance, corporate social responsibility assurance, corporate social responsibility disclosure, STOXX 600
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https://onlinelibrary.wiley.com/doi/10.1111/beer.12439
NO.4(并列) Impact of environmental, social and governance disclosure on dividend policy: What is the role of corporate governance? Evidence from an emerging market
Key words: board of directors, corporate governance, dividend policy, ESG disclosure, ownership structure, panel data
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2277
NO.4(并列) A need for assurance: Do internal control systems integrate environmental, social, and governance factors?
Key words: corporate governance, CoSO framework, ESG rating, internal audit function, internal control cost, Italian governance bodies, nonfinancial disclosure
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2361
NO.4(并列) Board gender diversity, corporate social commitment and sustainability
Key words: corporate governance, corporate social responsibility, female director, managerial power theory, social capital, social commitment, sustainability
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https://onlinelibrary.wiley.com/doi/10.1002/csr.2320
NO.4(并列)Board meetings dynamics and information diffusion
Key words: corporate governance, board meetings, information diffusion
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https://onlinelibrary.wiley.com/doi/10.1111/corg.12423
NO.4(并列) Mapping the corporate governance scholarship: Current state and future directions
Key words: corporate governance, bibliometric analysis, citations analysis, systematic review, bibliographic clustering
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https://onlinelibrary.wiley.com/doi/10.1111/corg.12444
NO.4(并列) Driving mechanism model of enterprise green strategy evolution under digital technology empowerment: A case study based on Zhejiang Enterprises
Key words: corporate governance, digital technology empowerment, driving mechanism model, enterprise green strategy evolution, managerial perception, multiple case method
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3138
NO.4(并列) Executive compensation, environmental performance, and sustainable banking: The moderating effect of governance mechanisms
Key words: corporate governance, environmental policy, executive compensation, stakeholder engagement and sustainable development, sustainable banking
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2963
“循环经济”(circular economy)
“循环经济”主题下的高被引文章主要将视角集中在了供应链,数字技术及可持续发展等方面。
如A framework for digital supply chains in the era of circular economy: Implications on environmental sustainability一文同时聚焦于数字技术与供应链,作者认为采用与维持数字供应链是企业维持循环经济的有效手段,而研究显示“缺乏数字技能和设施”是数字供应链发展中最具大的障碍,而金融和监管支持是迈向数字化经济的主要步骤。
文章精选
Critical success factors for implementing blockchain-based circular supply chain是一篇试图帮助研究者们了解如何基于区块链技术打造循环供应链。
本文作者Yasanur Kayikci, Nazlican Gozacan-Chase, Abderahman Rejeb, 及 Kaliyan Mathiyazhagan通过系统评价,确定了十项打造基于区块链技术的循环供应链的关键成功因素(CSF)。使用FCM-FBWM法,作者对这十项CSF进行了评估。结果表明,网络协作是表现最佳的 CSF,而共享循环经济工具箱则是最差的。
作者认为,在当前这个区块链技术应用于供应链的早期阶段,通过这项研究可以帮助管理者理解如何在循环经济环境中采用区块链技术。
“循环经济” 主题下被引次数前五的文章
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NO.1 A framework of digital technologies for the circular economy: Digital functions and mechanisms
Key words: circular economy, digital function, digital sustainability, digital technology, digital transformation, digitalisation, Industry 4.0, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3015
NO.2 Industry 4.0 technologies and circular economy: The mediating role of supply chain integration
Key words: big data, circular economy, digital technologies, robots, smart manufacturing, supply chain integration
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2940
NO.3 Value creation in circular economy business for sustainability: A stakeholder relationship perspective
Key words: business model, circular economy, stakeholder relationships, stakeholder theory, sustainability, value creation
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3002
NO.4(并列) Critical success factors for implementing blockchain-based circular supply chain
Key words: blockchain, circular economy, circular supply chain, critical success factors, FBWM, FCM
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3110
NO.4(并列) Circular economy adoption barriers: An extended fuzzy best-worst method using fuzzy DEMATEL and Supermatrix structure
Key words: best–worst method, circular economy adoption barriers, DEMATEL, fuzzy theory, multi-criteria decision-making
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2970
NO.5(并列) Closing the loop through eco-innovation by European firms: Circular economy for sustainable development
Key words: circular economy, eco-innovation, knowledge network, open innovation, recycling, redesign, reduce, reuse
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3024
NO.5(并列) Circular business model: Breaking down barriers towards sustainable development
Key words: barriers, circular economy, recycle, reuse, resource efficiency, sustainability, circular business model, sustainable development
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2966
NO.5(并列) Dynamic capabilities for circular manufacturing supply chains-Exploring the role of Industry 4.0 and resilience
Key words: circular economy, dynamic capabilities, industrial Symbiosis, Industry 4.0, resilience, supply chains
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https://onlinelibrary.wiley.com/doi/10.1002/bse.3040
NO.5(并列) Do dynamic capabilities matter? A study on environmental performance and the circular economy in European certified organisations
Key words: circular economy, dynamic capability, economic performance, EMAS, environmental management system, environmental reputation, ISO 14001, sustainability
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2997
NO.5(并列) A framework for digital supply chains in the era of circular economy: Implications on environmental sustainability
Key words: circular economy, digital supply chain, environmental sustainability, fuzzy best–worst method, modified Total interpretive structure model
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https://onlinelibrary.wiley.com/doi/10.1002/bse.2953
Wiley全部2021JCR一区Economics & Business类期刊
向上滑动阅览
Agricultural Economics
https://onlinelibrary.wiley.com/journal/15740862
Oxford Bulletin of Economics and Statistics
https://onlinelibrary.wiley.com/journal/14680084
The Economic History Review
https://onlinelibrary.wiley.com/journal/14680289
Econometrica
https://onlinelibrary.wiley.com/journal/14680262
International Journal of Management Reviews
https://onlinelibrary.wiley.com/journal/14682370
Applied Economic Perspectives and Policy
https://onlinelibrary.wiley.com/journal/20405804
Global Strategy Journal
https://onlinelibrary.wiley.com/journal/20425805
Business Ethics, the Environment & Responsibility
https://onlinelibrary.wiley.com/journal/26946424
Business Strategy and The Environment
https://onlinelibrary.wiley.com/journal/10990836
Corporate Governance-An International Review
https://onlinelibrary.wiley.com/journal/14678683
British Journal of Management
https://onlinelibrary.wiley.com/journal/14678551
Journal of Agricultural Economics
https://onlinelibrary.wiley.com/journal/14779552
Human Resource Development Quarterly
https://onlinelibrary.wiley.com/journal/15321096
Journal of Economic Surveys
https://onlinelibrary.wiley.com/journal/14676419
Journal of Business Logistics
https://onlinelibrary.wiley.com/journal/21581592
Journal of Finance
https://onlinelibrary.wiley.com/journal/15406261
Journal of Product Innovation Management
https://onlinelibrary.wiley.com/journal/15405885
Canadian Journal of Agricultural Economics
https://onlinelibrary.wiley.com/journal/17447976
Journal of Operations Management
https://onlinelibrary.wiley.com/journal/18731317
Journal of Accounting Research
https://onlinelibrary.wiley.com/journal/1475679x
Strategic Management Journal
https://onlinelibrary.wiley.com/journal/10970266
Fiscal Studies
https://onlinelibrary.wiley.com/journal/14755890
Human Resource Management
https://onlinelibrary.wiley.com/journal/1099050x
Journal of Supply Chain Management
https://onlinelibrary.wiley.com/journal/1745493x
Human Resource Management Journal
https://onlinelibrary.wiley.com/journal/17488583
Corporate Social Responsibility and Environmental Management
https://onlinelibrary.wiley.com/journal/15353966
Journal of Management Studies
https://onlinelibrary.wiley.com/journal/14676486
附:统计方法说明
本次统计范围为2022年在Wiley旗下ESI(Essential Science Indicators)学科分类为经济与商学 (Economics & Business) 期刊中JCR(Journal Citation Reports)1 区的27种期刊刊发的文章。
统计周期:2022年1月1日—12月31日
统计方法:以经济与商学类被选期刊的所有发表论文为统计源,整理论文的关键词词频并排序,选出出现频率最高的五个关键词(同义关键词进行合并统计)。按照Top 5 关键词进行文章分类,选出含有 Top 5 关键词的期刊文章,并对这些文章在2022年1月1日—12月31日的被引量(特指在“WOS Core Collection”资料库中的被引用数据)进行排序,选取被引频次位前列的文章。