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relationships between entrepreneurial orientation and business structuring in the process of incubation 孵化过程中创业导向与企业结构之间的关系
IF 0.9 Pub Date : 2023-12-21 DOI: 10.5585/2023.25118
D. Rocha, Cristina Daí Pra Martens
Study Objective: The aim of this study is to examine the relationships between Entrepreneurial Orientation (EO) and the structuring of business in the incubation process.Methodology/ Approach: A theoretical-conceptual approach was adopted, based on a systematic literature review (SLR) in the Web of Science and SCOPUS databases, using the string “Entrepreneurial Orientation” AND Incubat*. A total of 32 articles were selected for the full reading phase with the support of Atlas Ti software.Originality/Relevance: It indicates that the development and strengthening of entrepreneurial culture in nascent companies occur through the articulation of EO applied to incubation strategy.Main Results: As result, it was possible to develop a conceptual framework regarding the mediating antecedents and consequences of the relationships between EO and business incubation, as well as to rise propositions based on the research findings.Theoretical/Methodological Contributions: This study advances the theory of EO by addressing it in the context of business incubation, a growing field with few studies from the EO-Incubation perspective.Social/Administrative Contributions: Relevant reflections are presented for institutional policymakers, universities, technology parks, governments, and other institutions interested in strengthening an entrepreneurship-oriented culture.
研究目的:本研究旨在探讨创业导向(EO)与孵化过程中企业结构之间的关系:采用理论概念法,在 Web of Science 和 SCOPUS 数据库中进行系统文献综述(SLR),使用 "创业导向 "和孵化*字符串。在 Atlas Ti 软件的支持下,共选取了 32 篇文章进行全文阅读:原创性/相关性:研究表明,通过将创业方向与孵化战略相结合,新生公司的创业文化得以发展和加强:因此,有可能就创业运营与企业孵化之间关系的中介前因后果建立一个概念框架,并根据研究结果提出命题:社会/行政贡献:本研究通过在企业孵化的背景下探讨企业经营理论,推进了企业经营理论的发展:社会/行政贡献:为机构政策制定者、大学、科技园、政府以及其他有意加强创业导向文化的机构提供了相关思考。
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引用次数: 0
Organizing 'contributions to practice' in research articles on innovation 在有关创新的研究文章中组织 "对实践的贡献
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.25629
Fernando Antonio Ribeiro Serra, I. Scafuto, Priscila Rezende da Costa, V. Nassif, Angélica Pigola
In this editorial comment, we highlight the importance of establishing clear connections between academic research and management and innovation practices. We emphasize that, in addition to advancing theoretical knowledge, research should also offer practical contributions, avoiding being merely ceremonial and becoming central in justifying the importance of the work. The references from Bartunek & Rynes (2010) and Simsek et al. (2022) provide a framework for creating well-defined and user-centered practical implications, recognizing the specific needs of the various target audiences. The application of the proposed roadmap in the analysis of innovation articles suggests how practical contributions can be more effectively communicated and potentially adopted by managers. This editorial underscores the need for research that not only contributes to theory but also promotes practical and sustainable changes in management.
在这篇社论评论中,我们强调了在学术研究与管理和创新实践之间建立明确联系的重要性。我们强调,除了推动理论知识的发展,研究工作还应做出实际贡献,避免流于形式,而应成为证明工作重要性的核心。Bartunek & Rynes(2010 年)和 Simsek 等人(2022 年)的参考文献为创建定义明确、以用户为中心的实际意义提供了一个框架,同时也认识到了不同目标受众的具体需求。在分析创新文章时应用所提出的路线图,表明如何才能更有效地传播实用贡献,并有可能被管理者采纳。这篇社论强调,研究工作不仅要为理论做出贡献,还要促进管理方面的实际和可持续变革。
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引用次数: 0
Insights sobre a relação entre inovação aberta e aquisição de conhecimento externo em PMEs Sul-Coreanas de base tecnológica 韩国科技型中小企业开放式创新与外部知识获取之间关系的启示
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.25375
Park Suhyeon, R. Ruas, Leticia Oliveira Ouros
Objetivo: Analisar evidências da lógica da inovação aberta em  PMEs sul-coreanas  atuando no segmento de tecnologia da informação, considerando como referência os principais  elementos empregados por elas nos processos de aquisição de conhecimento externo (CE).Metodologia: O método empregado é  qualitativo, exploratório e interpretativo, emprega revisão sistemática da literatura para elaborar os instrumentos de pesquisa. O campo foi sustentado em 9 entrevistas semiestruturadas com dirigentes/profissionais das 7 PMEs investigadas, e foi realizado na região de Seul, na Coréia do Sul. Na análise dos dados foi empregada a análise de conteúdos e o programa Atlas TI. Para a discussão dos resultados foi usado o método de busca Snowball, apoiado no Google Scholar e no Chatgpt 4.0 para a organização da relação entre os resultados.Resultados: A análise dos processos de aquisição de CE usados nas PMES sul-coreanas exigiu a construção de referenciais analíticos baseados nas teorias empregadas. A análise revelou evidências da lógica da inovação aberta nos processos de aquisição de CE das PMEs. Ainda foram identificados aspectos relevantes acerca da gestão e dos processos de aquisição de CE entre as PMEs, que podem ser recuperados como contribuições ao debate acadêmico e à práticas gerencias. Originalidade/valor: Estudos tratando da relação entre inovação aberta e capacidade absortiva, especialmente em ambiente tecnologicamente avançado como é o caso do segmento TIC na Coreia do Sul,  não são muito comuns. Além dessas condições empíricas  particulares,  o campo teórico oportunizou conexões relevantes entre inovação aberta e ACAP o que constitui oportunidades de estudos futuro.
目标:分析韩国信息技术领域中小型企业开放式创新逻辑的证据,将这些企业在获取外部知识(EC)过程中采用的主要元素作为参考。实地调查在韩国首尔地区进行,对 7 家被调查中小企业的经理/专业人员进行了 9 次半结构式访谈。数据分析采用了内容分析和 Atlas TI 程序。在讨论结果时,使用了 "滚雪球 "搜索法,并辅以谷歌学术和 Chatgpt 4.0 来组织结果之间的关系:分析韩国中小型企业使用的欧共体采购流程需要根据所使用的理论构建分析框架。分析结果表明,中小型企业的EC采购流程中存在开放式创新的逻辑。此外,还确定了中小企业管理和采购流程的相关方面,这些方面可以作为对学术讨论和管理实践的贡献加以恢复。原创性/价值:有关开放式创新与吸收能力之间关系的研究并不多见,尤其是在韩国信息和通信技术部门这样一个技术先进的环境中。除了这些特殊的经验条件之外,理论领域还提供了开放式创新与 ACAP 之间的相关联系,这为今后的研究提供了机会。
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引用次数: 0
A criação de um protótipo de jogo para o ensino da administração 创建行政管理教学游戏原型
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.24267
P. H. Oliveira, D. Sasaki, Ricardo Miyashita
Objetivo: descrever o processo de idealização e criação do protótipo de um novo jogo de empresas que estimule a aprendizagem espontânea, uma vez que por não ter rodadas de decisões os alunos tomarão decisões apenas quando reconhecerem a necessidade de sua intervenção. Metodologia/abordagem: Em uma abordagem qualitativa, o percurso metodológico desta pesquisa começa no mapeamento das necessidades pedagógicas da disciplina em que este tipo de jogo é utilizado, seguindo para a criação do modelo do jogo através do método Business Game Canvas, e por fim a implementação do jogo com seus componentes e regras, até os testes preliminares do protótipo. Para avaliar a percepção dos alunos sobre a experiência com o jogo, utiliza-se um questionário já validado estatisticamente em sua publicação original. Originalidade/valor: No contexto da educação superior no Brasil, onde o MEC sugere que cada vez mais as universidades busquem meios de integrar os conteúdos teóricos com a prática, as metodologias ativas de ensino-aprendizagem oferecem ao aluno maior protagonismo em seu processo educacional. Alinhado a este propósito, oferecer aos alunos uma experiência que privilegia sua independência dos resultados de uma equipe em relação às outras, significa estimular a aprendizagem espontânea e permitir que todas as etapas do ciclo vivencial aconteçam durante a aula. Principais resultados: Os resultados obtidos com alunos universitários, voluntários do curso de administração, revelam que o novo jogo obteve nota acima de 6 em Clareza, Desafio, Atitude, e Aprendizagem percebida, e precisa melhorar nas dimensões de “intenção de continuar jogando” (nota 5) e Autonomia (nota 4,8). Contribuições teóricas/metodológicas: A principal contribuição da pesquisa é apresentar um protótipo de jogo de empresas pronto, operacional e bem avaliado pelos alunos. Desta forma, permite-se que seja explorado em novas pesquisas os benefícios de um jogo sem rodadas de decisões. Contribuições sociais/gerenciais: O uso das metodologias ativas de ensino contribui para que a sociedade seja mais protagonista de seu aprendizado, e com este tipo de jogo acredita-se que os professores poderão formar administradores mais preparados para os desafios do mercado de trabalho.
目的:描述设计和创建新商业游戏原型的过程,该游戏鼓励自发学习,因为没有决策回合,学生只有在认识到需要干预时才会做出决定。方法/途径:采用定性方法,本研究的方法路径首先是确定使用此类游戏的学科的教学需求,然后使用 "商业游戏画布 "方法创建游戏模型,最后实施游戏及其组成部分和规则,直至对原型进行初步测试。在评估学生对游戏体验的看法时,使用了一份在最初出版时已经过统计验证的调查问卷。原创性/价值:在巴西的高等教育中,教育部建议大学越来越多地寻求将理论内容与实践相结合的方法,而积极的教学方法能让学生在其教育过程中发挥更大的作用。根据这一目的,为学生提供一种有利于他们独立于一个团队成果的体验,意味着鼓励自发学习,并允许在课堂上进行体验周期的所有阶段。主要成果:对大学生(管理课程的志愿者)的研究结果表明,新游戏在清晰度、挑战性、态度和学习感知方面的得分都超过了 6 分,但在 "继续玩下去的意愿"(5 分)和自主性(4.8 分)方面还需要改进。理论/方法论贡献:本研究的主要贡献在于提出了一个商业游戏原型,该原型已经准备就绪,可以运行,并得到了学生的良好评价。这样,就可以在新的研究中探索无回合决策游戏的益处。社会/管理方面的贡献:积极教学方法的使用有助于让社会更多地成为学习的主角,相信有了这种游戏,教师就能培养出更好地应对劳动力市场挑战的管理者。
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引用次数: 0
Use of the XBRL Language: XBRL 语言的使用:
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.24011
Cecília Moraes Santoso Geron, E. L. Riccio, M. C. P. Grecco
Objective of the study: the general objective of this paper was to verify what the perceived benefits and difficulties are in using the XBRL language to communicate financial information to the market.Methodology: To achieve this general objective, we prepared a survey and we used descriptive and multivariate statistics to analyses the data.Originality: There are few articles that research the Brazilian reality about the adoption of the XBRL language. In addition to having respondents who are users and know the language, we asked about the perception of users and preparers about the benefits of financial information that had the characteristics of files in XBRL.Main results: It was concluded that the preparation of and interaction with XBRL files are not easy and the use of XBRL does not reduce file preparation errors. The costs of preparing XBRL files are no higher than for other file types. Thus, any possible adoption of the XBRL language in Brazil would not mean a significant cost increase for companies after the learning period. The perception of transparency in relation to the company increases, which can improve its image and contribute to a reduction in informational asymmetry.Theoretical contributions: The work corroborates the determinants of innovation adoption, according to TRA, TAM and Diffusion of Innovation (Rogers). In addition, it confirms the perception of benefits pointed out in the literature by users and preparers of financial information.Social / management contributions: The work contributes to the discussion of the adoption of practical aspects by regulatory bodies to increase the transparency of companies in Brazil.
研究目的:本文的总体目标是验证人们在使用XBRL语言向市场传递财务信息时所感受到的益处和困难:为了实现这一总体目标,我们准备了一份调查问卷,并使用描述性和多元统计方法对数据进行了分析:原创性:很少有文章对巴西采用XBRL语言的现实情况进行研究。除了拥有使用者和了解XBRL语言的受访者外,我们还询问了使用者和编制者对具有XBRL文件特征的财务信息的益处的看法:主要结果:我们得出的结论是,XBRL文档的编制和交互并不容易,而且XBRL的使用并不能减少文档编制的错误。编制 XBRL 文档的成本并不比其他类型的文档高。因此,在巴西采用XBRL语言的任何可能性都不会意味着企业在学习阶段过后成本的显著增加。公司的透明度也会提高,从而改善公司形象,减少信息不对称:这项研究证实了 TRA、TAM 和创新扩散(罗杰斯)理论中关于创新采用的决定因素。社会/管理贡献:社会/管理贡献:这项工作有助于监管机构讨论如何采取切实可行的措施来提高巴西公司的透明度。
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引用次数: 0
Lean thinking in value co-creation: 价值共创中的精益思维:
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.24034
Andrei Bonamigo, Ana Gabriela de Aquino Corrêa, George Silva Cruz De Oliveira, Pedro Vitor de Souza Correa Da Silva, Herlandí de Souza Andrade
Objective: The goal of this paper is to identify both the opportunities and barriers to adopting Lean Thinking for value co-creation in agro-industrial services.Design/methodology/approach: This research paper comprises a methodical review of the literature on value co-creation in agro-industrial services, with a specific focus on Lean Thinking. The authors utilized Bardin's (2011) content analysis approach to examine the resulting portfolio and derive insights into the prospects and challenges of implementing Lean Thinking in value co-creation within the agro-industrial services sector.Findings: The opportunities and barriers for the adoption of Lean Thinking in value co-creation in agro-industrial services were identified by the authors, who also proposed ways to overcome the obstacles. In total, five opportunities and five barriers were recognized.Originality: This study represents a novel effort in identifying the opportunities and barriers of implementing Lean Thinking in value co-creation for agro-industrial services. The findings may guide decision-making processes and strategic actions aimed at enhancing the agro-industrial market.Practical implications: The identified opportunities and barriers can provide a foundation for guiding strategies that direct agribusiness players in making informed decisions, while also mitigating waste through collaborative efforts among multiple companies. It can also guide players towards value aggregation in their products and/or processes by promoting co-created services among players, in line with the principles of Lean Thinking.Social implications: Efficient value co-creation in agro-industrial services can result in improved well-being, convenience, and service offerings for society. It can also add value to products through services and create more employment opportunities in the agro-industrial sector.
目标:本文的目标是确定在农业产业服务中采用精益思维进行价值共创的机遇和障碍:本文的目的是确定在农用工业服务中采用精益思维进行价值共创的机遇和障碍:本研究论文对有关农工服务价值共创的文献进行了系统综述,重点关注精益思维。作者利用 Bardin(2011 年)的内容分析法研究了由此产生的文献组合,并深入了解了在农工服务业价值共创中实施精益思维的前景和挑战:作者确定了在农工服务业价值共创中采用精益思维的机遇和障碍,并提出了克服这些障碍的方法。总共发现了五个机遇和五个障碍:原创性:本研究是一项新颖的工作,旨在确定在农业产业服务价值共创中实施精益思维的机遇和障碍。研究结果可指导决策过程和战略行动,从而提升农产工业市场:所发现的机遇和障碍可为指导农业企业参与者做出明智决策的战略奠定基础,同时还可通过多家公司之间的协作努力减少浪费。它还可以指导参与者按照精益思维的原则,通过促进参与者之间的共创服务,在其产品和/或流程中实现价值聚合:社会影响:高效的农工服务价值共创可为社会带来更多福祉、便利和服务。它还可以通过服务为产品增值,并为农工部门创造更多就业机会。
{"title":"Lean thinking in value co-creation:","authors":"Andrei Bonamigo, Ana Gabriela de Aquino Corrêa, George Silva Cruz De Oliveira, Pedro Vitor de Souza Correa Da Silva, Herlandí de Souza Andrade","doi":"10.5585/2023.24034","DOIUrl":"https://doi.org/10.5585/2023.24034","url":null,"abstract":"Objective: The goal of this paper is to identify both the opportunities and barriers to adopting Lean Thinking for value co-creation in agro-industrial services.\u0000Design/methodology/approach: This research paper comprises a methodical review of the literature on value co-creation in agro-industrial services, with a specific focus on Lean Thinking. The authors utilized Bardin's (2011) content analysis approach to examine the resulting portfolio and derive insights into the prospects and challenges of implementing Lean Thinking in value co-creation within the agro-industrial services sector.\u0000Findings: The opportunities and barriers for the adoption of Lean Thinking in value co-creation in agro-industrial services were identified by the authors, who also proposed ways to overcome the obstacles. In total, five opportunities and five barriers were recognized.\u0000Originality: This study represents a novel effort in identifying the opportunities and barriers of implementing Lean Thinking in value co-creation for agro-industrial services. The findings may guide decision-making processes and strategic actions aimed at enhancing the agro-industrial market.\u0000Practical implications: The identified opportunities and barriers can provide a foundation for guiding strategies that direct agribusiness players in making informed decisions, while also mitigating waste through collaborative efforts among multiple companies. It can also guide players towards value aggregation in their products and/or processes by promoting co-created services among players, in line with the principles of Lean Thinking.\u0000Social implications: Efficient value co-creation in agro-industrial services can result in improved well-being, convenience, and service offerings for society. It can also add value to products through services and create more employment opportunities in the agro-industrial sector.","PeriodicalId":43121,"journal":{"name":"International Journal of Innovation","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138956910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Artificial Intelligence in academic research 学术研究中的人工智能
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.25408
Angélica Pigola, I. Scafuto, Priscila Rezende da Costa, V. Nassif
Artificial intelligence (AI) has established itself as a transformative force in the digital era, influencing not only companies but also the field of academic research. This technological evolution, together with the exponential growth of data, is reshaping organizations, societies, and economies (George, Osinga, Lavie, & Scott, 2016). However, the application of AI in academic research is still in its early stages, and many academic journals are beginning to address its judicious use.
人工智能(AI)已成为数字时代的变革力量,不仅影响着企业,也影响着学术研究领域。这种技术演进以及数据的指数级增长正在重塑组织、社会和经济(George, Osinga, Lavie, & Scott, 2016)。然而,人工智能在学术研究中的应用仍处于早期阶段,许多学术期刊已开始探讨其合理使用问题。
{"title":"Artificial Intelligence in academic research","authors":"Angélica Pigola, I. Scafuto, Priscila Rezende da Costa, V. Nassif","doi":"10.5585/2023.25408","DOIUrl":"https://doi.org/10.5585/2023.25408","url":null,"abstract":"Artificial intelligence (AI) has established itself as a transformative force in the digital era, influencing not only companies but also the field of academic research. This technological evolution, together with the exponential growth of data, is reshaping organizations, societies, and economies (George, Osinga, Lavie, & Scott, 2016). However, the application of AI in academic research is still in its early stages, and many academic journals are beginning to address its judicious use.","PeriodicalId":43121,"journal":{"name":"International Journal of Innovation","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138957328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward a better understanding of collaborative research, development, and innovation (R&D&I) - exploring virtual, physical, and cognitive structures 更好地理解合作研发与创新(R&D&I)--探索虚拟、物理和认知结构
IF 0.9 Pub Date : 2023-12-20 DOI: 10.5585/2023.22836
Jukka Kääriäinen, Katri Valkokari, E. Siira, Jukka Hemilä, Marko Jurvansuu
Objective of the study: The research in this paper contributes to the understanding of how physical, virtual, and cognitive structures support innovation ecosystems’ multi-actor research, development, and innovation (R&D&I) collaboration in its different phases.Methodology/Approach: The research’s methodological approach is based on a qualitative case study research strategy. It is done by exploring three innovation ecosystem cases. The case data comprises the case ecosystems’ existing documentation that was supplemented with five semi-structured interviews.Originality/Relevance: Based on the findings of this research, it was possible to explore how industry and academy partners are collaborating through virtual, physical, and cognitive structures. Our cases also provide empirical evidence on how physical industrial sites can be used as environments for collaborative industry-academy R&D&I work.Main Results: As a result, the paper presents lessons learned from three different innovation ecosystem cases that involve industrial, technology, and academy partners to tackle industrial use cases through virtual, physical, and cognitive structures. An example of such lessons learned is assembling dynamic teams to solve industrial problems.Theoretical/Methodological Contributions: This article builds an understanding of how virtual, physical, and cognitive structures support collaboration between different participants in their joint R&D&I work covering industry-academy collaboration. The article also explains practical examples of this using innovation ecosystem cases.Management/Social Contributions: The findings of this study may benefit professionals and managers who have an interest in understanding collaborative R&D&I and how physical, virtual, and cognitive structures can support it. Furthermore, the results provide means and experiences for innovation ecosystem managers to facilitate the definition of operational models suitable for the context of their innovation ecosystems.
研究目的:本文的研究有助于理解物理、虚拟和认知结构如何在不同阶段支持创新生态系统的多行为体研究、开发和创新(R&D&I)合作:本研究的方法论基于定性案例研究策略。研究通过探索三个创新生态系统案例来完成。案例数据包括案例生态系统的现有文献,并辅以五次半结构化访谈:基于本研究的结果,我们有可能探索行业和学术界合作伙伴如何通过虚拟、物理和认知结构开展合作。我们的案例还提供了经验证据,说明如何将实体工业场所用作产学研合作的环境:因此,本文介绍了从三个不同的创新生态系统案例中汲取的经验教训,这些案例涉及工业、技术和学院合作伙伴,通过虚拟、物理和认知结构解决工业用例问题。理论/方法论贡献:本文有助于理解虚拟、物理和认知结构如何支持不同参与者在共同研发和创新工作中的协作,包括产学合作。文章还利用创新生态系统案例解释了这方面的实际例子:本研究的结果可能会使有兴趣了解合作研发与创新以及物理、虚拟和认知结构如何支持合作研发与创新的专业人士和管理人员受益。此外,研究结果还为创新生态系统管理者提供了方法和经验,有助于他们确定适合其创新生态系统环境的运作模式。
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引用次数: 0
Transformational leadership and emotional intelligence, and their connections in management and innovative projects management 变革型领导力和情商及其在管理和创新项目管理中的联系
IF 0.9 Pub Date : 2023-12-19 DOI: 10.5585/2023.24232
Samir Cavaletti, F. Bizarrias
Objective of the study: This paper seeks to discuss identified points of connection between the theory of emotional intelligence and transformational leadership and their interplay in management and innovative projects.Methodology/approach: The research method used comprises a systematic literature review, whose final corpus of studies was analyzed in its entirety, after searching the WOS and SCOPUS databases over the last ten years.Originality/Relevance: This study’s originality is twofold. The practical actions that demonstrate the presence of EI in individual and collective behavior affecting transformational leadership and in advancing research that seeks to understand EI in a collective rather than individually. Second, the potential controversial aspects related to the intersection of the topics, such as narcissism and Machiavellianism in leadership.Main results: The study corroborated the interrelationship between EI and transformational leadership, identifying in the literature four main clusters as current and future fields of study. This study discusses these clusters and their implications for the management and innovative projects.Theoretical/methodological contributions: The study contributes by pioneeringly connecting emotional intelligence with transformational leadership in management and innovative projects, highlighting the overview of the interrelationship between these concepts and fields of study and possible controversial aspects, in addition to the expected positive ones identified in the literature.
研究目的:本文旨在讨论情商理论与变革型领导力之间的关联点,以及它们在管理和创新项目中的相互作用:所采用的研究方法包括系统的文献综述,在对过去十年的 WOS 和 SCOPUS 数据库进行搜索后,对最终的研究语料库进行了全面分析:本研究有两方面的原创性。其一,以实际行动证明了在影响变革型领导力的个人和集体行为中存在 EI,并推动了旨在从集体而非个人角度理解 EI 的研究。其次,与交叉主题相关的潜在争议方面,如领导力中的自恋和马基雅维利主义:研究证实了EI与变革型领导力之间的相互关系,并在文献中确定了当前和未来研究领域的四大类群。本研究讨论了这些群组及其对管理和创新项目的影响:本研究的贡献在于开创性地将情商与管理和创新项目中的变革型领导力联系起来,强调了这些概念和研究领域之间的相互关系概述,以及除了文献中确定的预期积极方面之外可能存在的争议方面。
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引用次数: 0
Machine learning: 机器学习:
Pub Date : 2023-10-06 DOI: 10.5585/2023.24056
Emerson Martins, Napoleao Verardi Galegale
Objetivo: Apresentar uma visão dos artigos científicos publicados nos últimos dez anos sobre o tema aprendizado de máquina, do inglês machine learning (ML), com ênfase nos algoritmos preditivos. Método/abordagem: Análise bibliométrica, com apoio do protocolo PRISMA, para avaliar autores, universidades e países, quanto a produtividade, citações bibliográficas e focos sobre o tema, com amostra de 773 artigos das bases de dados Scopus e Web of Science, no período de 2013 a maio/2023. Originalidade/valor: Há ausência de estudos na literatura que consolidem artigos relacionados a ML e Big Data. A pesquisa contribui para cobrir tal lacuna, favorecendo o delineamento de ações e pesquisas futuras. Principais resultados: Foram identificados no corpus bibliométrico de ML: autores mais citados e com maior número de publicações, países e universidades mais produtivas, periódicos com maior número de publicações e citações, áreas de conhecimento com maior número de publicações e artigos de maior prestígio. Nos temas e domínios de ML, foram identificados: principais coocorrências de palavras-chaves, temas emergentes (agrupados em cinco clusters) e nuvem de palavras por título e por resumo. Os estudos sobre impacto da aquisição de dados e análise preditiva representam oportunidades para pesquisas futuras. Contribuições teóricas/metodológicas: O protocolo PRISMA possibilitou a identificação e análises quantitativa e qualitativa relevantes dos artigos, consolidando o conhecimento científico sobre o tema. Contribuições sociais/gerenciais: Facilidade de compreender a maturidade das pesquisas sobre ML e Big Data por parte de gestores de empresas e pesquisadores, quanto à viabilidade de investimentos para se obter vantagens competitivas com tais tecnologias.
目的:概述近十年来发表的关于机器学习主题的科学文章,重点是预测算法。方法/方法:文献计量分析,在PRISMA协议的支持下,评估作者、大学和国家的生产力、文献引用和主题焦点,样本773篇文章来自Scopus和Web of Science数据库,从2013年到2023年5月。原创性/价值:文献中缺乏整合ML和大数据相关文章的研究。这项研究有助于填补这一空白,有利于行动和未来研究的设计。主要结果:在ML的文献计量语料库中确定:被引用最多的作者和出版物数量最多,最多产的国家和大学,出版物和被引用数量最多的期刊,出版物数量最多的知识领域和最负盛名的文章。在ML主题和领域中,确定了关键字的主要共现性、新兴主题(分为5个集群)和按标题和摘要的词云。数据采集和预测分析的影响研究为未来的研究提供了机会。理论/方法贡献:PRISMA方案允许对相关文章进行定量和定性的识别和分析,巩固了关于该主题的科学知识。社会/管理贡献:企业经理和研究人员很容易理解ML和大数据研究的成熟度,以及利用这些技术获得竞争优势的投资可行性。
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International Journal of Innovation
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