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The objective of this paper is to analyze the relationship between innovation and the development of artificial intelligence (AI) and digital technologies in Europe. The use of digital technologies among European companies is studied through a composite index, while the relationship between innovation and AI is studied through a log-linear regression model. The results of the model have made possible to develop interesting indications for economic and industrial policy.

The use of digital technologies among European companies is studied through a composite index of AI and information technology (ICT) (using the Fair and Sustainable Welfare methodology) with the aim of measuring territorial gaps and to know which European countries are more or less inclined to its use, while the relationship between innovation and AI is studied through a log-linear regression model.

In the paper, two different methodologies were used to analyze the relationship between innovation and the development of digital technologies in Europe. The synthetic indicator made possible to develop a taxonomy between the different countries, the log-linear model made possible to identify and explain the determinants of innovation.

The description of the biunivocal relationship between innovation and AI is a topical and relevant issue that is treated in the paper in an original way using a synthetic indicator and a log-linear model.

本文旨在探討在歐洲、創新與人工智能和數字技術的發展之間的關係。研究人員透過一個綜合指數、去探討歐洲公司之間數字技術的使用狀況。至於創新與人工智能之間的關係, 則以對數線性回歸模型來進行研究。從模型所得的結果, 為我們提供了建議、去訂定適切的經濟和產業政策。

研究人員透過一個人工智能和資訊科技的綜合指數, 去探討歐洲企業之間數字技術的使用狀況 (研究人員使用了公平和可持續福利方法論), 其目標為測量領土差距, 以及確定哪些歐洲國家、大體上傾向於使用數字技術;至於創新與人工智能之間的關係, 則以對數性回歸模型來進行研究。

本文使用了兩個不同的方法、去探討在歐洲、創新與數字技術發展之間的關係。有關的合成指標, 使研究人員可製定一個不同國家間的分類法;而有關的對數線性模型, 則讓研究人員可確立並說明創新的決定因素。

本文使用了合成指標和對數線性模型、去探討創新與人工智能之間的一對一的關係, 這是時下受到關注和適宜的課題;就研究法而言, 本研究確是新穎獨創的。

Social entrepreneurship is primarily concerned with the development of innovative solutions to society's most challenging problems. Since social entrepreneurship flourishes in resource-constrained environments, social innovation may depend on the extent to which social entrepreneurs can combine and apply the resources at hand in creative and useful ways to solve problems – “bricolage.” Moreover, innovating for social impact relies on a set of institutional and structural supports – “innovation ecology,' which can facilitate or impede innovation. Our research empirically examines these variables as drivers of systemic social change through scaling and replication – “catalytic innovation” (i.e., the development of products and services targeted to unserved markets). Results of a survey conducted with 113 social entrepreneurs indicate that, while innovation ecology is associated with the degree of catalytic innovation, it is mediated by the role and degree of bricolage that social entrepreneurs bring to solving problems. These findings reinforce the role of entrepreneurs as the indispensable agents of social change.

Across the globe, the increasing exploration of women entrepreneurship as an emerging phenomenon has resulted in growing lines of examination that extend across the motivations, challenges, contributions, and strategies for navigating the entrepreneurial space. Despite such advancements in the field, the effects of gender and motherhood on entrepreneurship remain highly under-theorized and under-contextualized, with little appreciation of the spatial and situational realities that they confront. Such is the case for the Caribbean where women and mothers are increasingly entering into entrepreneurship, but where their realities are yet to be understood. In this chapter, we therefore make a case for the use of contextual theorizations that focus on the structural, historical, and cultural aspects of entrepreneurship, and the implications of these for the thinking and action of women entrepreneurs and mumpreneurs in the region. Implications for entrepreneurial research, policy, and practices in the Caribbean are also discussed.

Introduction: Media representation of intimate partner violence (IPV) can influence public opinion and understanding of the phenomena and guide health policies. The current review has the aim to explore and discuss international, scientific literature focused on the portrayal of IPV in written forms of news media.

Method: Searching through EBSCO and PubMed, 2,435 studies were found and 41 were included in the current review.

Results: Bias in the portrayal of IPV was found within the studies included. While IPV-related news was mainly focused on male-perpetrated violence within heterosexual couples, little attention was paid to same-sex intimate partner violence (SSIPV). Newsworthy stories dominate IPV reporting within news media and a sensationalistic style was often employed. Furthermore, contextual information was often limited and the adoption of a thematic frame was rare, while news media were found to commonly employ an episodic frame. Official sources and family, friends and neighbours were the most quoted sources in news articles, while IPV experts were rarely drawn on for information. Regarding media representation of perpetrators, mainly regarding male abusers, news articles reported several reasons behind the violence with the consequence to justify and exonerate them from their responsibilities. Female perpetrators were found to be depicted, in some cases, as ‘mad’ or ‘bad’ people. Finally, victim-blaming content emerged within many of the articles included.

Conclusion: Bias in the media representation of IPV emerged in the current review, which needs to be addressed to positively influence public opinion and to promote an adequate understanding of the phenomena.

The last ten years have shown a significant upward trend of engagement in public management reflecting a significant increase in interest in the topic. The purpose of this paper is to investigate the benefits and factors affecting the construct of civic engagement that thus far are missing in the current literature through the analysis of studies published in the main journals of management.

Through a systematic literature review, the current research tries to advance the progress in the understanding of the civic engagement construct analyzing a sample of 96 papers published in the main journals on the subject areas of “communication,” “marketing” and “public sector management.”

The literature was codified and characterized as follows: level of analysis, variables that affect civic engagement; benefits of civic engagement; and theoretic and methodological approach. This research explores the construct through an analysis of the literature found in the main scientific journals to intercept its various profiles and facets alongside the mechanisms that precede and follow its manifestation.

Public organizations can no longer do without engaging citizens in decision-making processes. Public managers can use these findings to establish a connection with their citizens and influence their publics through commitment and managerial actions that guarantee direct democracy.

This is the first research that aims to study the phenomenon in the public sphere from a multidisciplinary perspective that is as yet incomplete. An integrated vision can highlight current and future developments and eventual opportunities for further research.

This study aims to develop a proprietary indicator to measure the digital presence of the institutions: the digital presence index.

This research delves into how nonprofit institutions, specifically business interest associations (BIAs), have developed their internet presence by applying essential digital marketing techniques. To this end, and using big data mining tools, this study analyzes the tracking by internet users of 102 BIAs, with their respective websites in 36 countries in Europe and the USA. In addition, the presence and activity of the institutions included in this study on social networks are considered.

This research serves as a basis for discussing the current gap between social reality and the digitalization of institutions. In this sense, conclusions are drawn on the importance of managerial profiles in decision-making on digitization and the necessary knowledge that, together with Web and social network managers, they must have to articulate the means and techniques that promote the internet presence of the organizations they manage.

Conclusions are drawn according to the geographical scope of the BIAs, and an argument is made about the difficulties of connection and loss of prominence of this type of institutions among their different target audiences, especially among the youngest and most digitized.

The extensive distribution of fake news on the internet (FNI) has significantly affected many lives. Although numerous studies have recently been conducted on this topic, few have helped us to systematically understand the antecedents and consequences of FNI. This study contributes to the understanding of FNI and guides future research.

Drawing on the input–process–output framework, this study reviews 202 relevant articles to examine the extent to which the antecedents and consequences of FNI have been investigated. It proposes a conceptual framework and poses future research questions.

First, it examines the “what”, “why”, “who”, “when”, “where” and “how” of creating FNI. Second, it analyses the spread features of FNI and the factors that affect the spread of FNI. Third, it investigates the consequences of FNI in the political, social, scientific, health, business, media and journalism fields.

The extant reviews on FNI mainly focus on the interventions or detection of FNI, and a few analyse the antecedents and consequences of FNI in specific fields. This study helps readers to synthetically understand the antecedents and consequences of FNI in all fields. This study is among the first to summarise the conceptual framework for FNI research, including the basic relevant theoretical foundations, research methodologies and public datasets.

The purpose of this paper was to ascertain how social entrepreneurs were required to recognize their new ventures’ scope and scale of operations. The firm boundary was based upon two dimensions, namely, the scope of the offering and its scale. The objective of this research was to ascertain the thinking regarding this of social entrepreneurs engaged through technology-based social entrepreneurship (TBSE).

This study conducted an in-depth interview of 26 technology entrepreneurs engaged in social entrepreneurship ventures in India. The interview was carried out based upon a semi-structured open-ended questionnaire. This study undertook thematic and relational content analysis to develop a model of technology-based social entrepreneurs’ venture scoping and scaling.

This study found that the antecedent variables were the level of support perceived by social entrepreneur from government and at the industry level. Furthermore, the variables’ entrepreneurial and market orientation of social entrepreneurs were found to be the independent variables. These four variables in turn determined the explorative and exploitative horizon of the technology-based social entrepreneurs. Finally, an interplay of these variables ascertained the perspectives of social entrepreneurs engaged in TBSE regarding the notion of their firm’s scope and scale.

The theoretical insights developed in this research study provided an integrated theoretical perspective accommodating both environmental perspectives (industry support and government support) and organizational perspectives (entrepreneurial and market aspects). This was in context of TBSE.

The insights from this research study could provide a robust and comprehensive understanding to social entrepreneurs regarding the strategic thinking towards scale and scope for a technology-based social venture.

To the best of the author’s knowledge, this study was one of the first theoretical works in TBSE towards scaling versus scoping perspectives.