Mapping the Evolution of Social Research and Data Science on 30 Years of Social Indicators Research

Aria, Massimo; Misuraca, Michelangelo; Spano, Maria

doi:10.1007/s11205-020-02281-3

Cited by 274 publications

(178 citation statements)

References 96 publications

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“…The co-authorship analysis is performed to study the collaboration patterns among authors, institutions, and countries in various scientific disciplines, such as clinical research, business, and management research, and social research, etc. (Aria et al 2020 ; Fonseca et al 2016 ; Marzi et al 2017 ). Through co-authorship analysis, the social network of authors, institutions, and countries within a scientific discipline can be visualized.…”

Section: Methodsmentioning

confidence: 99%

On the social and conceptual structure of the 50-year research landscape in entrepreneurial finance

Nguyen

Pham

et al. 2020

SN Bus Econ

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In recent decades, drastic changes in global social-economic situations have led to significant shifts in the financial market for entrepreneurial firms, thus resulting in changes in entrepreneurial finance discipline. The current body of literature, despite its significant growth, has not provided an overview landscape of this research area. Consequently, this study aims to fill this gap by employing the bibliometric analysis of 6902 articles from 1970 to 2019 extracted from the Web of Science database. By doing so, this paper attempts to provide an overview of the discipline's research output, social and conceptual structure, and offer strategies facilitating the scientific development within the field. The findings indicate that entrepreneurial finance is a young and growing field with an exponential increase in the number of publications (approx. 19.75 percent per year) and rising collaboration tendency among authors. The 1991–2000 period is a crucial milestone of the field thanks to the remarkable growth and impact of studies during this period as well as simultaneously occurring historical events. We also notice a sign of Western ideological homogeneity from the collaboration networks and lists of most productive authors, institutions, and countries. Additionally, using thematic mapping, five major research domains are identified: “venture capital”, “crowdfunding”, “SMEs finance”, “social entrepreneurship finance”, “IPO and corporate governance”. Based on these findings, we raise the concern of lacking diversity in entrepreneurial finance research and propose strategies for authors, journals, and policymakers to diversify the literature.

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Section: Methodsmentioning

confidence: 99%

On the social and conceptual structure of the 50-year research landscape in entrepreneurial finance

Nguyen

Pham

et al. 2020

SN Bus Econ

View full text Add to dashboard Cite

show abstract

“…Third, we map the conceptual structure of the field. To do so, we use text mining techniques and identify most frequent keywords and their links, which allows us to map the strength of the association between terms in textual data (Aria et al., 2020; Cobo et al., 2011; Randhawa et al., 2016). Furthermore, to track the evolution of the research and the themes that define it we use a longitudinal analysis by splitting the time period into two.…”

Section: Methods and Data Setmentioning

confidence: 99%

From pirates to subscribers: 20 years of music consumption research

Montoro–Pons

Caballer-Tarazona

García

2021

Int J Consumer Studies

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The last two decades have witnessed an increasing scholarly interest on music consumption. This interest can be explained, at least partly, to the relevance of music as a form of cultural consumption and the profound changes the sector has undergone. This paper performs a bibliometric analysis of the literature on music consumption research. In doing so, a database comprising 455 academic documents on the fields of business, economics, and management, was reviewed following a systematic procedure. Through it we identify the intellectual roots and the methodological evolution of the field. Furthermore, text mining was applied to analyse the themes included in the research agenda and their evolution. As a result, potential topics, approaches, and methods for future music consumption research are proposed.

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“…Several studies have been carried out using R Package Bibliometrix. Some examples have been works done in the field of social research and data science [34], the Internet of Things (IoT) logistics [35], biology [36], or artificial intelligence research [37], among others. Table 2 describes the main results of the analysis: document type, document content, and author collaboration.…”

Section: Bibliometric Analysis Tool: Bibliometrix (R Package)mentioning

confidence: 99%

Tax Regulation on Blockchain and Cryptocurrency: The Implications for Open Innovation

Peláez-Repiso

Sánchez-Núñez

Calvente

2021

Journal of Open Innovation: Technology, Market, and Complexity

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Blockchain is a technology that will change the relationships between the different actors in society, individuals, companies and administration, in aspects as important as taxation, by implementing concepts such as Self-sovereign identity (SSI) and Smart Contracts; which support, for example, virtual currencies, that are not controlled by any state, financial institution or centralized company. Hence, the growing interest of researchers, investors, traders, marketers, enterprises, and administrations to know the scope of this new technology and its tax implications. The main objective of this work is to clarify the status of these studies, explore issues, methods, findings, and trends as well as to define their meaning within the current research scenario. To achieve these objectives, bibliometric analysis was carried out, retrieving 349 research papers, and analyzing 343 papers published between 2015–2019 based on the results of the Web of Science (WoS).

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Mapping the Evolution of Social Research and Data Science on 30 Years of Social Indicators Research

Cited by 274 publications

References 96 publications

On the social and conceptual structure of the 50-year research landscape in entrepreneurial finance

On the social and conceptual structure of the 50-year research landscape in entrepreneurial finance

From pirates to subscribers: 20 years of music consumption research

Tax Regulation on Blockchain and Cryptocurrency: The Implications for Open Innovation

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