Applying Text Mining Technique on Innovation-Development Relationship: A Joint Research Agenda

CLAUDIU, CICEA; Tsoulfidis, Lefteris; Marinescu, Corina; Popa, Ștefan Cătălin; FLORENTINA, ALBU CATALINA

doi:10.24818/18423264/55.1.21.01

Cited by 12 publications

(9 citation statements)

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“…Following the presentation of all results obtained after performing the steps of the proposed methodology, we find it useful to clarify some aspects of novelty regarding our research, which, on some points, do not have a term of comparison in the research field of energy, and specifically on this theme of the relationship between energy and economic growth. A similar research has been done before but for the innovation-development relationship [86] revealing salient facets of this theme and also the changing interest of researchers along time.…”

Section: Discussionmentioning

confidence: 65%

Exploring the Research Regarding Energy–Economic Growth Relationship

2021

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The purpose of this study is to analyze the evolution of the scientific research regarding the relationship between energy and economic growth, in order to reveal preferred topics and less approached themes. We conducted an occurrence and cluster analysis, followed by a correspondence analysis using articles published between 1979 and 2019 in journals indexed in the Web of Science. The analysis was split into three periods taking into account the major economic and energetic milestones. The analysis focused on distribution of the topics studied both by years and by journals. The research revealed some major trends: there has been an explosive increase in studies based on Asian countries over the three periods as concerns for sustainable development intensified, and environmental issues were associated with research on the relationship between energy and economic growth. Even if the journals cover different scientific areas, during the last 10 years they contain articles with very similar topics.

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Section: Discussionmentioning

confidence: 65%

Exploring the Research Regarding Energy–Economic Growth Relationship

2021

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“…From this point of view, this is limited, using only the WOS database. However, other databases may contain relevant literature in the field, which may yield additional information (Cicea & Marinescu, 2021 ).…”

Section: Discussionmentioning

confidence: 99%

Higher Education and Its Role for National Development. A Research Agenda with Bibliometric Analysis

Trinh

2023

Interchange

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The primary goal of this study was to evaluate the literature on the function of higher education and extract significant insights using the VosViewer and Citespaces tools. The findings reveal that higher education is a substantial worry for scientists, particularly in 2015–2019. Furthermore, research indicates a significant body of knowledge on the function of higher education in national development related to human resources, economic growth, and other social issues. Finally, the research suggests strategies for promoting higher education’s involvement in meeting the demands of the Fourth Industrial Revolution.

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“…The research methodology was designed based on previous research using the Text Mining approach to identify research trends, as well as the relationships between the analyased topics (Cicea et al, 2019;Cicea et al, 2021).…”

Section: Methodsmentioning

confidence: 99%

Bibliometric analysis of the literature on evaluation models of the bankruptcy risk

Grosu¹,

Chelba²,

Melega³

et al. 2023

Strategic Management

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Background: To manage an enterprise effectively, it is necessary to analyze and diagnose its financial condition, an activity that can warn management of dangerous business situations. Topics such as assessing financial position, performance, and risk, especially after situations that involve an economic and financial crisis in the company have been widely discussed in scientific literature. Purpose: The purpose of the research is to highlight the main research trends regarding bankruptcy risk assessment models. Study design/methodology/approach: The research strategy is based on two main directions: the first involves the selection of research papers with topics on Conan & Holder and Taffler models published on WoS between 2007 and 2021 and those published on SCOPUS between 2006 and 2021. The second direction aims to select the relevant papers and perform a content analysis of financial-accounting information of Conan & Holder and Taffler models. Findings/conclusions: The results obtained were concretized in the design of a bibliometric analysis of bankruptcy risk assessment models, which provides an overview of the new research trends regarding bankruptcy risk assessment models. Thus, it was found that most of the studies focus on the analysis of the efficiency of the bankruptcy risk assessment methods and the identification of new options that allow predictability of the risk. Limitations/future research: Our study limitations are mainly due to the bibliometric algorithm, in the sense that only papers indexed in WoS and Scopus can be imported, processed, and interpreted, which excludes parts of the existing literature on this topic and omits the analysis of some pertinent contributions to our research area. This research can be used as a cornerstone for new research directions, both quantitative and qualitative, on the mechanism of application of bankruptcy risk prevention methods.

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Applying Text Mining Technique on Innovation-Development Relationship: A Joint Research Agenda

Cited by 12 publications

References 0 publications

Exploring the Research Regarding Energy–Economic Growth Relationship

Exploring the Research Regarding Energy–Economic Growth Relationship

Higher Education and Its Role for National Development. A Research Agenda with Bibliometric Analysis

Bibliometric analysis of the literature on evaluation models of the bankruptcy risk

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