How to Predict the Innovation to SMEs? Applying the Data Mining Process to the Spinner Innovation Model

Funding: This paper is financed by National Funding awarded by the FCT—Portuguese Foundation for Science and Technology to the project «UIDB/04928/2020» and NECE-UBI, R&D unit funded by the FCT —Portuguese Foundation for the Development of Science and Technology, Ministry of Education and Science, University of Beira Interior, Management and Economics Department, Estrada do Sineiro, 6200-209 Covilhã, Portugal.Despite the importance of small and medium-sized enterprises (SMEs) for the growth and development of companies, the high failure rate of these companies persists, and this correspondingly demands the attention of managers. Thus, to boost the company success rate, we may deploy certain approaches, for example predictive models, specifically for the SME innovation. This study aims to examine the variables that positively shape and contribute towards innovation of SMEs. Based on the Spinner innovation model, we explore how to predict the innovation of SMEs by applying the variables, namely knowledge creation, knowledge transfer, public knowledge management, private knowledge management and innovation. This study applied the data mining technique according to the cross industry standard process for data mining (CRISP-DM) method while the Statistical Package for the Social Sciences (SPSS_Version28) served to analyze the data collected from 208 SME employees in Oporto, Portugal. The results demonstrate how the Spinner innovation model positively influences the contributions of the SMEs. This SME-dedicated model fosters the creation of knowledge between internal and external interactions and increases the capacity to predict the SME innovation by 56%.info:eu-repo/semantics/publishedVersio

Do the Project Manager’s Soft Skills Matter? Impacts of the Project Manager’s Emotional Intelligence, Trustworthiness, and Job Satisfaction on Project Success

Recent warnings have been raised about the project success rate in organizations. Among many reasons of disappointing results, research on project management reveals a gap in examining project success. Traditionally, project success has been widely studied from the rational view but rarely from the behavioral view. Today’s businesses are facing multiple challenges and opportunities in a volatile market environment that require constant changes within organizations and leaders’ behavior. The role of project managers is no longer the same. This study attempts to update the discussion of project managers soft skills by examining two major behavioral factors: project manager’s emotional intelligence and trustworthiness and their impact on job satisfaction and project success. This research compiles a quantitative survey. Data were collected from 101 project team professionals. The results reveal that project managers’ emotional intelligence and their team members’ trust in them impact project success significantly. The findings provide organizations with a necessary complementary behavioral view of project management. Organizations can take project manager trustworthiness and emotional intelligence into account when recruiting and training project managers and throughout the project planning and execution life span.info:eu-repo/semantics/publishedVersio

Exploring the Major Trends and Emerging Themes of Artificial Intelligence in the Scientific Leading Journals amidst the COVID-19 Era

Artificial intelligence (AI) has recently become the focus of academia and practitioners, reflecting the substantial evolution of scientific production in this area, particularly during the COVID-19 era. However, there is no known academic work exploring the major trends and the extant and emerging themes of scientific research production of AI leading journals. To this end, this study is to specify the research progress on AI among the top-tier journals by highlighting the development of its trends, topics, and key themes. This article employs an integrated bibliometric analysis using evaluative and relational metrics to analyze, map, and outline the key trends and themes of articles published in the leading AI academic journals, based on the latest CiteScore of Scopus-indexed journals between 2020 and 2021. The findings depict the major trends, conceptual and social structures, and key themes of AI leading journals’ publications during the given period. This paper represents valuable implications for concerned scholars, research centers, higher education institutions, and various organizations within different domains. Limitations and directions for further research are outlined.info:eu-repo/semantics/publishedVersio

Opening Pandora's Box: Everything We (Do Not) Know About the Global Strategy

Global strategy research is rapidly increasing in quantity but is found in divergent literature and disciplines. Now is the time to offer a comprehensive review that identifies, synthesizes, and integrates previous research and highlights knowledge gaps and the way forward. This methodical literature search helped to identify 338 articles in the Web of Science database published until 2018. Using a systematic and in-depth content analysis using bibliometric techniques, the authors reviewed the articles and identified the main theories used and the methodological guidelines in these articles. This review helps to identify significant knowledge gaps in terms of theoretical orientation and core content. The main contributions of this paper are to outline and summarize a multilevel analysis of emerging global strategy literature, integrate and extract potential theoretical contributions in this field, and indicate directions for future research.info:eu-repo/semantics/publishedVersio

Applications of Blockchain Technology to Higher Education Arena: A Bibliometric Analysis

Reis-Marques, C., Figueiredo, R., & Neto, M. D. C. (2021). Applications of Blockchain Technology to Higher Education Arena: A Bibliometric Analysis. European Journal of Investigation in Health, Psychology and Education, 11(4), 1406-1421. https://doi.org/10.3390/ejihpe11040101 ---------------------------------------------- This work is financed by national funds through FCT—Fundação para a Ciência e a Tecnologia, I. P., under the project “UIDB/04630/2020”.Research related to blockchain is rapidly gaining importance in the higher education. This opportunity collaborates with a proposal for a review of papers on the main blockchain topic. The bibliometric analysis included 61 peer-reviewed articles published in the Scopus database during the period of 2016 to 2021. This paper offers the identification of gaps in the literature enabling studies on the subject in higher education. The article identifies the main applications of blockchain technology in higher education around the world, as well as suggests future investigations. For further scientific investigation, we propose the operationalization of each of the researched approaches, especially combining the blockchain relationship, artificial intelligence, digital innovation, digital maturity, and customer experience in higher education.publishersversionpublishe

Could the ‘Spinner Innovation’ and ‘Triple Helix’ Models Improve System Innovation?

Although several prior studies have outlined and examined models associated with knowledge and innovation in different fields, the literature lacks any solid insights combining the Triple Helix model and the Spinner Innovation model and ascertaining their relevance to innovation. This article correspondingly presents an unprecedented alternative based on two innovation models, analyzing and structuring a process to innovate in different economic sectors. In doing so, this paper seeks to explore how this integration between Spinner Innovation and Triple Helix models could have a significant influence to improve system innovation. We collected data from the Scopus database spanning the period between 2012 and 2021 to study the integration of the models. The analysis identifies how these models differ but are nevertheless of complementary importance for developing regional and national economies through combining the “helices”, the “fidgets” and the framework integrating both models and their components to system innovation.info:eu-repo/semantics/publishedVersio

Comparing Single-Item and Multi-Item Trust Scales: Insights for Assessing Trust in Project Leaders

Funding: This research was funded by Instituto Politécnico de Setúbal. Institutional Review Board Statement: Ethical review and approval were waived for this study. Brazilian Comitê de Ética de Pesquisa (CEP), CNS/466/12, indicates ethical approval is not required for this type of study.The purpose of this research is to provide researchers and leaders with a reliable and up-to- date comparison between a single-item and a multi-item trust scale, enabling effective assessment of team members’ trust in their leaders. The aim of the study is to investigate whether a single-question scale is as reliable as a multi-item questionnaire in measuring trust. An additional goal is to provide researchers with insights and conditions for effectively using single or multiple measures to assess trust in leaders, considering factors like reliability and effectiveness. After conducting a compre- hensive literature review, data were collected from 101 project members in Brazil using a survey methodology. The respondents were asked to provide feedback regarding their leaders, specifically project managers, and factor analysis was then employed to test the single-item and multi-item measures of trust. The advantages and disadvantages of each approach are discussed. The findings of our study demonstrate that both single-item and multi-item scales of trust should be utilized to gain a more comprehensive understanding of the trust construct. Single-item questionnaires can reduce survey length, improve respondent friendliness, and increase participant willingness. On the other hand, multi-item questionnaires enable researchers to analyze latent variables that contribute to an overall variable, but they cannot isolate data for each of those constructs. The results show that both measures are reliable, providing researchers and professionals with insights into the benefits and drawbacks associated with each method. Consequently, this research equips researchers and project professionals with valuable information for selecting the appropriate measurement tool.info:eu-repo/semantics/publishedVersio

A systematic literature review on family business: insights from an Asian context

Purpose – Family firms have been the subject of various scientific studies. This interest derives not only from their unique characteristics in terms of their management but more specifically in terms of their succession in a dimension that does not impact on other companies in the same way. Hence, and as a complex field of research, this study seeks to map out and analyse the intellectual knowledge on research into family firms in Asian contexts. Design/methodology/approach – As regards the statistical and analytical methods, the authors made recourse to the bibliometric, co-citation and cluster analysis techniques. In order to evaluate any potential patterns among the articles, the authors analysed the ways in which the articles are jointly cited. This furthermore applied hierarchical cluster analysis to the totality of the articles subject to co-citation analysis within the scope of grouping the interrelated articles into distinct sets. In order to graphically map the bibliographic co-citation analysis, the authors deployed the network and cluster determination theories. Findings – The results enabled the identification and the classification of various theoretical perspectives on the domain of family firms into four main approaches: (1) family business behaviour; (2) family versus non-family CEOs; (3) business family performance; and (4) business family and people. Originality/value – This study identifies, explores, analyses and summarises the main themes, contributing towards deepening the literature through the means of identifying the priority areas in relation to Asian family businesses able to guarantee international standards of excellence in comparison with their respective competitors.info:eu-repo/semantics/publishedVersio

KNOWLEDGE INTENSIVE BUSINESS SERVICES (KIBS): BIBLIOMETRIC ANALYSIS AND THEIR DIFFERENT BEHAVIORS IN THE SCIENTIFIC LITERATURE

This study analyzes scientific articles present in the databases Web of Science, Scopus and SciELO. Two hundred and thirty-five studies were examined, by using variations in bibliometrics. The main objective of this article is to analyze the set of studies that address the different behaviors Knowledge Intensive Business Services in the scientific literature. The results show a concentration of publications in the years 2005, 2010, 2012 and 2013, including the theme’s interdisciplinary perspective. Most studies are quantitative and were published in the last five years. The first study was presented at an international conference in the year 2000. The most quoted authors were Hertog, Miles, and Muller. The set of publications examined presents two groups of behaviors: roles and attributes of Knowledge Intensive Business Services. This research aimed to analyze Knowledge Intensive Business Services over time and contribute to its expansion in Brazil

Bibliometric analysis of knowledge intensive business services

Análise bibliométrica de negócios com uso intensivo de conhecimentoAbstractThe purpose of this exploratory and qualitative approach study is to promote an overall review of the literature in Scopus and Web of Science international indexed databases, and in the National one SciELO, on the theme of KIBS - Knowledge Intensive Business Services in order to understand how it has been approached by scientific researchers in the last 15 years. To do so, 299 articles were identified through a bibliometric analysis. The results of the research, generated from the most prestigious and most recent papers, show a tendency to analyze KIBS in their functions and roles with the largest concentration being from the international publications in the English language. A strong synergy between the Scopus and Web of Science indexed databases can also be perceived. This situation found should provide a basis to expand the future investigation in other directions on the same theme of KIBS.Keywords: KIBS. Innovation. Knowledge. Bibliometric. Business.ResumoA abordagem exploratória e qualitativa do estudo tem como finalidade promover uma revisão global da literatura, nas bases indexadas internacionais Scopus e Web of Science e nacional Scielo, sobre o tema KIBS – Knowledge Intensive Business Services, procurando entender como é abordado pelos investigadores científicos nos últimos 15 anos. Para isso, foram identificados 299 artigos por meio da análise bibliométrica. Os resultados da pesquisa, gerados a partir dos trabalhos de maior prestígio e mais recentes, apontam uma tendência em analisar KIBS nas suas funções e papéis, sendo a maior concentração das publicações internacionais no idioma inglês. Também é percebida uma forte sinergia entre as bases indexadas Scopus e Web of Science. Essa situação encontrada deverá permitir ampliar as futuras investigações em outras direções, na mesma temática, KIBS.Palavras-chave: KIBS. Inovação. Conhecimento. Bibliometria. Negócios